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State, Not Scar · claim VASO-C005 · Observation rung · The phenomenon at the fingertip

Active trigger-point sites differ measurably from control tissue in local biochemistry, stiffness, and blood flow.

Active trigger points differ from surrounding tissue in chemistry, stiffness and blood flow.

AI-extractedorigin: Knots of Existence essay — Shah microdialysis, Doppler findings; Stored Tension report audit

credibility — is the claim itself true?

Provisionally supported

Acidic, mediator-rich fluid at active points (VASO-E006; about nine subjects; also at remote sites). Blinded vibration sonoelastography separates active, latent and normal sites (VASO-E087, VASO-E090, VASO-E091, VASO-E096, VASO-E099, VASO-E100, VASO-E102). There is a group-level Doppler difference (VASO-E022) and a second-hand review (VASO-E007). All are capped by the absence of pain-free controls (VASO-E026) and by flow indices that do not classify sites (VASO-E025). The calf findings (VASO-E071, VASO-E072) are context.

diagnosticity — how much does it decide the thesis?

low

Real group-level differences that every account can explain; nothing says what the altered tissue is.

Evidence

Supports (13)

Supports· moderateVASO-E006

Acidic, mediator-rich biochemical milieu at active trigger points

what the source states
Microdialysis-style sampling found biochemicals associated with pain and inflammation — including bradykinin, substance P, and CGRP, in a more acidic milieu — elevated at active myofascial trigger points, in sites both near to and remote from the points, relative to comparison conditions.
what we infer
Something is there and it is chemically angry — exactly the milieu chronic local ischemia would produce, though guarding-induced compression would produce it too. Note the title's own qualifier: the elevation was not purely local.
limitations
  • Small study (the critical report's audit gives nine volunteers); localization vs systemic effects hard to separate.
Shah, J. P. (2008)AI-verified citation
Supports· moderateVASO-E007

Imaging systematic review: trigger points are quantifiably distinct

what the source states
Per the critical report's audit of this systematic review (33 studies): biomechanical and blood-flow imaging parameters can distinguish active and latent trigger points from healthy tissue, with the review emphasizing the need for better reproducibility and diagnostic-accuracy research.
what we infer
The imaging literature's positive residue — including the Doppler flow abnormalities the essay reads as the latch's footprint — survives systematic review, with reproducibility caveats attached. This record's characterization is second-hand from the critical report; the review's full text has not been checked.
limitations
  • Heterogeneous techniques and trigger-point definitions across the included studies.
  • Characterization taken from the critical report; not verified against the paper's full text.
Mazza, D. F. (2021)AI-verified citation
Supports· moderateVASO-E022

Ballyns 2011: arteries near active trigger points show higher pulsatility and more frequent retrograde diastolic flow — but 31% of palpably normal sites show it too

what the source states
The source states that on colour Doppler prominent vessels were seen close to trigger points and that "vessels near active sites had a significantly higher pulsatility index" (median 8.3) than normal sites (median 3.0, P < .05). It states that in 27 of 49 active sites (55%) "retrograde diastolic flow was observed compared to 21 (40%) and 15 (31%)" for latent and normal sites, with the occurrence significantly higher in active and latent than normal sites (P < .01).
what we infer
This is the primary behind the 'abnormal local hemodynamics' the ledger previously held only via the Mazza review. It supports VASO-C005 as a measurable blood-flow difference, but the difference is graded: nearly a third of palpably normal sites in these patients show the same waveform, so the signature is a gradient across symptomatic muscle, not a marker. The interrogated vessels are pulsatile arteries or enlarged arterioles typically >1 mm, within 1–2 cm of the point, not the microvessels the latch attribution names.
limitations
  • Within-patient 'normal' sites in symptomatic patients; no pain-free control group.
  • Pulsatility index was not a good classifier of site type because of large variance, per the source's ROC analysis.
  • Vessel caliber (>1 mm, 1–2 cm from the point) is far from the arteriolar compartment VASO-C020 requires.
Jeffrey J. Ballyns (2011)AI-verified citation
Supports· weakVASO-E050

Essay restates Sikdar 2009: hypoechoic, stiffer nodules with abnormal flow at trapezius trigger points

what the source states
The essay reports that Sikdar and colleagues, using gray-scale ultrasound, vibration sonoelastography and Doppler on upper-trapezius trigger points, 'found discrete hypoechoic nodules, stiffer than the surrounding' tissue with abnormal flow around them.
what we infer
Same NIH lineage as SRC-BALLYNS-2011 (VASO-E022–E023); not independent of it. Primary not retrieved.
limitations
  • Secondary restatement; primary not retrieved; not independent of the Ballyns 2011 records.
Supports· weakVASO-E051

Essay restates an attenuated skin blood-flow response over latent trigger points

what the source states
The essay states that Arendt-Nielsen's group reported 'an attenuated skin blood-flow response over latent trigger points', which it calls the first hint of a cutaneous vasomotor abnormality at a knot.
what we infer
This is the Zhang 2009 finding already dispositioned as blocked; the essay's restatement adds no text from the primary.
limitations
  • Secondary restatement; primary (Zhang et al. 2009) not retrieved.
  • Second reader (claude-sonnet-5, 2026-09-09) disputes the stated direction: The quote is accurately drawn from p.30 and correctly attributed to Arendt-Nielsen's group as reported in the essay, and the limitations note flags it as a secondary restatement of an unretrieved primary source. However, the claim VASO-C005 concerns active trigger-point sites, while the cited finding specifically concerns latent trigger points, a distinct clinical category; this mismatch makes the 'supports' direction toward an active-trigger-point claim questionable rather than clearly right.
Supports· moderateVASO-E087

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 1.1

what the source states
On sonoelastography, active sites (spontaneously painful with palpable myofascial trigger points) had larger trigger points, with a mean ± SD area of 0.57 ± 0.20 cm², as stated: "active sites (spontaneously painful with palpable myofascial trigger points) had larger trigger points".
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears on VASO-C005, VASO-C182, VASO-C184 and not on VASO-C183; the link dropped at intake: The quoted phrase and the 0.57\u00b10.20 cm\u00b2 active-site value are accurately drawn from the Results/Abstract and are at the stated locator, and the statement is a fair, non-inflated account of that value, so it supports the general difference claim (C005) and, since the active value matches exactly what is needed for the active-vs-latent comparison, also bears on C182 and C184. But it says nothing about the normal-site value (0.17\u00b10.22) needed to support C183's active-and-latent-vs-normal comparison, so that claim is not borne on by this passage. Independence is properly flagged in the limitations, and the record is a single atomic proposition.
Jeffrey J. Ballyns (2011)AI-verified citation
Supports· moderateVASO-E090

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 1.3

what the source states
Palpably normal sites had a mean trigger point area of 0.17 ± 0.22 cm², with the difference across site types significant at P < .01, as stated: "palpably normal sites (0.17 ± 0.22 cm²; P < .01)".
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears on VASO-C005, VASO-C183 and not on VASO-C182, VASO-C184; the links dropped at intake: The quoted figure and P<.01 value for palpably normal sites are accurate and in context, supporting the general claim of measurable differences (C005) and specifically the claim that active/latent areas exceed normal areas (C183). But the record does not actually quote or establish the active-versus-latent numeric comparison (0.57 vs 0.36, C182) or the separate active-vs-latent significance test (C184), which are reported elsewhere in the Results as a distinct statistical comparison from the overall P<.01 cited here; so those two claims are not supported by this passage. The record is independent-lineage-flagged appropriately and is atomic and relevant to the case.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-192504): VASO-C183 was split into VASO-C185, VASO-C186, VASO-C187; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-193207, verify-v6) found the passage bears on VASO-C005, VASO-C187 and not on VASO-C185, VASO-C186; the links dropped at intake: The quoted normal-site area (0.17 ± 0.22 cm², P<.01) is accurate and in context at both the Abstract and the Results paragraph, and it directly supports C005's general claim of measurable differences and exactly restates C187. But this passage does not report or compare active-versus-latent areas, so it does not bear on C185 (active vs latent significance), nor does it address the PPT-trend comparison claimed in C186, which draws on a different sentence in the Results. Independence from the NIH group's other studies is properly flagged in limitations.
Jeffrey J. Ballyns (2011)AI-verified citation
Supports· moderateVASO-E091

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 2.1

what the source states
Trigger point areas assessed by vibration elastography were significantly higher at active and latent sites than at normal sites (P < .01), with "significantly higher areas compared to normal sites" as the reported finding.
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears on VASO-C005, VASO-C183 and not on VASO-C182, VASO-C184; the links dropped at intake: The sourceStatement only reports that active and latent sites had significantly larger areas than normal sites, which matches VASO-C183 and generally supports VASO-C005's claim of measurable differences; it says nothing about the specific active-vs-latent mean values (VASO-C182) or the active-vs-latent significance comparison (VASO-C184), which are separate findings in the source not captured by this quote.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-192504): VASO-C183 was split into VASO-C185, VASO-C186, VASO-C187; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-193207, verify-v6) found the passage bears on VASO-C005 and not on VASO-C185, VASO-C186, VASO-C187; the links dropped at intake: The sourceStatement only reports that active and latent sites had significantly larger trigger point areas than normal sites, which generally supports VASO-C005's claim of measurable tissue differences. It does not address the active-vs-latent comparison (VASO-C185), the trend-similarity-to-PPT observation (VASO-C186), or the specific normal-site mean value (VASO-C187), so the passage bears on none of those three.
  • Corrected by the operator on 2026-09-20 (session_01AiXD4y5Y91KC7iM3uBhWmu, operator-by-hand-v1): relinked from VASO-C005 to VASO-C005, VASO-C188, VASO-C189 — its statement names both active and latent sites as significantly higher than normal; the bearing is read from the record's own statement, not from the reader, and stands for the panel's judgment
Jeffrey J. Ballyns (2011)AI-verified citation
Supports· moderateVASO-E092

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 2.2

what the source states
By vibration elastography, "active sites were significantly larger than latent sites" (P < .01).
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears on VASO-C005, VASO-C182, VASO-C184 and not on VASO-C183; the link dropped at intake: The quoted sentence accurately reports the active-versus-latent size comparison (P<.01) from the Results section, and its statement is a fair, narrow account of that specific finding. It directly supports VASO-C184 (active > latent) and generally supports VASO-C005's broader claim about stiffness differences, but it says nothing about the specific magnitude values in C182 (0.57 vs 0.36 cm²) or about the active/latent-versus-normal comparison in C183, so it only bears as context on C182 and not at all on C183.
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears in different directions on the claims the record named; this record carries "supports" toward VASO-C005, VASO-C184, the rest went to a record of its own at intake: The quoted sentence accurately reports the active-versus-latent size comparison (P<.01) from the Results section, and its statement is a fair, narrow account of that specific finding. It directly supports VASO-C184 (active > latent) and generally supports VASO-C005's broader claim about stiffness differences, but it says nothing about the specific magnitude values in C182 (0.57 vs 0.36 cm²) or about the active/latent-versus-normal comparison in C183, so it only bears as context on C182 and not at all on C183.
Jeffrey J. Ballyns (2011)AI-verified citation
Supports· moderateVASO-E096

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 4.1

what the source states
Trigger point area measurements were "excellent classifiers of active versus normal sites" (cutoff point 0.35; AUC 0.9; P < .01).
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears on VASO-C005, VASO-C183 and not on VASO-C182, VASO-C184; the links dropped at intake: The quoted classifier statistic (AUC 0.9 for active vs normal, cutoff 0.35, P<.01) is accurately quoted and located, and it supports the general claim of measurable biochemical/stiffness/blood-flow differences (C005) and the specific active-vs-normal size difference claim (C183). But it says nothing about the active-vs-latent mean areas (C182) or the active-vs-latent significance test (C184), which concern a different comparison (AUC 0.8, not the AUC 0.9 quoted here); those two claims are not addressed by this particular passage.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-192504): VASO-C183 was split into VASO-C185, VASO-C186, VASO-C187; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-193207, verify-v6) found the passage bears on VASO-C005 and not on VASO-C185, VASO-C186, VASO-C187; the links dropped at intake: The quoted AUC 0.9 classifier statistic for active-versus-normal sites is accurately quoted, correctly located, and supports the general claim that active sites differ measurably from normal tissue (C005). But it says nothing about the active-versus-latent size comparison (C185), the trend similarity to pain pressure threshold scores (C186), or the specific normal-site mean area value (C187), which are distinct data points not addressed by this active-vs-normal classifier statement.
  • Corrected by the operator on 2026-09-20 (session_01AiXD4y5Y91KC7iM3uBhWmu, operator-by-hand-v1): relinked from VASO-C005 to VASO-C005, VASO-C188 — its statement names active versus normal; the bearing is read from the record's own statement, not from the reader, and stands for the panel's judgment
Jeffrey J. Ballyns (2011)AI-verified citation
Supports· moderateVASO-E099

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 4.3

what the source states
Trigger point area measurements were "fair classifiers of active versus latent sites" (cutoff point 0.4; AUC 0.8; P < .01).
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears on VASO-C005, VASO-C184 and not on VASO-C182, VASO-C183; the links dropped at intake: The quoted ROC statistic (fair classifier, cutoff 0.4, AUC 0.8, P<.01) is accurately quoted and correctly located in the Results section, and it does support the general finding of measurable differences (C005) and corroborates that active sites are distinguishable in area from latent sites (C184). However, it does not report the specific mean ± SD area values for active vs latent (C182) nor the active/latent-vs-normal comparison (C183), so the passage does not bear on those two split claims. The record correctly notes shared NIH lineage with the Shah 2008 source.
Jeffrey J. Ballyns (2011)AI-verified citation
Supports· moderateVASO-E100

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 3 — part 1

what the source states
Receiver operating characteristic analysis showed that trigger point "area measurements could robustly distinguish between active, latent, and normal sites".
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears in different directions on the claims the record named; this record carries "supports" toward VASO-C005, the rest went to a record of its own at intake: The quoted sentence and AUC figures are accurately reported and correctly located in the Results/Abstract, and the source does not repeat another lab's independent dataset (correctly flagged as NIH-lineage overlap). However, the sourceStatement only reports the ROC/AUC classification finding, not the specific mean-area comparisons that VASO-C182, VASO-C183, and VASO-C184 assert; it therefore bears on the topic without directly establishing those specific quantitative claims, so it is better read as context for them, while it does support the broader claim (VASO-C005) that active sites differ measurably in stiffness/area from other tissue.
Jeffrey J. Ballyns (2011)AI-verified citation
Supports· moderateVASO-E102

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 3 — part 2.2

what the source states
Trigger point area measurements from ROC analysis yielded an area under the curve of "0.8 for active versus normal" sites.
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears in different directions on the claims the record named; this record carries "supports" toward VASO-C005, the rest went to a record of its own at intake: The quoted sentence and AUC figures are accurately reported and correctly located in the Results/Abstract, and the source does not repeat another lab's independent dataset (correctly flagged as NIH-lineage overlap). However, the sourceStatement only reports the ROC/AUC classification finding, not the specific mean-area comparisons that VASO-C182, VASO-C183, and VASO-C184 assert; it therefore bears on the topic without directly establishing those specific quantitative claims, so it is better read as context for them, while it does support the broader claim (VASO-C005) that active sites differ measurably in stiffness/area from other tissue.
Jeffrey J. Ballyns (2011)AI-verified citation

Qualifies (3)

Qualifies· weakVASO-E025

Ballyns 2011: the Doppler indices do not cleanly separate sites

what the source states
The source states that "No differences in RI values were detected between normal", latent and active sites, and that the pulsatility index "was not a good classifier of active, latent, or normal sites" because of large variance; it adds that blood-flow measures "did not perform well as classifiers of the site type".
what we infer
Narrows VASO-C005: blood flow differs on one index at group level but does not distinguish individual sites, and a second index shows no difference. The claim's 'measurably differ' survives in the weak group-level sense only.
limitations
  • Same subjects and sites as VASO-E025; not an independent observation.
Jeffrey J. Ballyns (2011)AI-verified citation
Qualifies· moderateVASO-E026

Ballyns 2011: no pain-free control group; 'normal' sites sit in symptomatic muscle

what the source states
The source states as a limitation that "our study did not include a control group of pain-free patients", that pain-free sites were instead marked at least 5 cm from latent and active sites, and that because all patients had at least one palpable trigger point the observed blood-flow characteristics "do not represent the normal variation".
what we infer
Every comparison in this source is within symptomatic patients. The 31% retrograde-flow figure at 'normal' sites may therefore be either a true baseline rate or spillover from neighbouring points; the source itself cannot say which. This caps the strength of VASO-E025 and VASO-E026.
limitations
  • Author-stated limitation; no external data on pain-free variation was shown.
Jeffrey J. Ballyns (2011)AI-verified citation
Qualifies· moderateVASO-E070

Landfald 2025: active trigger points larger, stiffer and more painful than latent ones; latent ones cleared more often after one round — part 3

what the source states
Active points had a significantly larger cross-sectional area than latent points, "28 mm 2 vs. 17 mm 2 , p = 0.014".
what we infer
A second laboratory, a second muscle (gastrocnemius) and a second elastography method (strain rather than vibration) reproduce the graded finding that palpated points are measurably stiffer than surrounding tissue and that the more symptomatic class is stiffer still. The record has no palpably normal control sites and no biochemistry or Doppler, so it supports the stiffness component of the claim only.
limitations
  • No palpably normal or pain-free control sites; the comparison is active versus latent within symptomatic runners.
  • Subgroup analyses described by the authors as exploratory and underpowered.
  • Strain elastography stiffness ratios are relative, operator-dependent measures.
  • Direction set to "qualifies" (from "supports") by the second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-verify-vasocomputation-113521, verify-v6) at intake: The quote and figures (28 mm2 vs 17 mm2, p=0.014) are accurately reported from Table 2/Results as an active-vs-latent MTrP comparison. However, VASO-C005 concerns differences between active trigger-point sites and control (non-trigger-point) tissue, whereas this data compares active to latent trigger points within symptomatic runners, with no palpably normal control tissue as the record's own limitations note. This makes the finding a qualification rather than direct support of the claim about trigger point vs control tissue differences.
Ingrid C. Landfald (2025)AI-verified citation

Context (9)

Context· weakVASO-E042

Essay: Doppler as the most consistent positive imaging result

what the source states
The essay states that "Doppler has quietly produced the most consistent positive results" in the imaging literature — retrograde flow, elevated pulsatility index, velocities separating active from latent points — and reads this as the latch's footprint.
what we infer
Editor's inference: consistent with Ballyns 2011 (E022) on the positives but omits the nulls the same paper reports (E024–E026); the 'latch footprint' reading is the essay's interpretation, which Ballyns's authors do not offer.
limitations
  • Omits the null resistivity index and 31% retrograde flow at normal sites
  • Interpretation, not data
  • Secondary, AI-generated text
  • Second reader (claude-sonnet-5, 2026-09-09) disputes the stated direction: The quoted passage about Doppler's consistent positive results does appear on p.15 and is accurately summarized as the essay's claim, with the limitations properly noting omitted null findings and the interpretive/AI-generated nature. However, the passage directly reports that active trigger points show abnormal hemodynamics distinguishable from latent/control points, which is exactly the kind of measurable biochemical/flow difference VASO-C005 asserts, so labeling the direction as merely 'context' rather than 'supports' undersells what the source states; this is recorded as dissent rather than grounds for rejection.
Eugene Jhong (2026)Verified — held in project library
Context· moderateVASO-E068

Landfald 2025: active trigger points larger, stiffer and more painful than latent ones; latent ones cleared more often after one round — part 1

what the source states
Among the 103 identified MTrPs, 67 were classified as active and 36 as latent; the source states that "67 were classified as active (ATrPs), based on the presence of referred pain, and 36 as latent".
what we infer
A second laboratory, a second muscle (gastrocnemius) and a second elastography method (strain rather than vibration) reproduce the graded finding that palpated points are measurably stiffer than surrounding tissue and that the more symptomatic class is stiffer still. The record has no palpably normal control sites and no biochemistry or Doppler, so it supports the stiffness component of the claim only.
limitations
  • No palpably normal or pain-free control sites; the comparison is active versus latent within symptomatic runners.
  • Subgroup analyses described by the authors as exploratory and underpowered.
  • Strain elastography stiffness ratios are relative, operator-dependent measures.
  • Direction set to "context" (from "supports") by the second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-verify-vasocomputation-113521, verify-v6) at intake: The quoted sentence only reports the classification counts (67 active, 36 latent MTrPs) and does not itself contain the stiffness/biochemistry/blood-flow comparison to control (non-trigger-point) tissue that VASO-C005 requires; moreover the comparison in the paper is active vs latent trigger points within symptomatic runners, not trigger points vs control tissue, so it cannot be said to 'support' that claim directly. The passage is accurately quoted and located, but its bearing on VASO-C005 is at most contextual (establishing that active/latent subtypes exist and differ from each other), not supportive of a control-tissue comparison.
Ingrid C. Landfald (2025)AI-verified citation
Context· moderateVASO-E069

Landfald 2025: active trigger points larger, stiffer and more painful than latent ones; latent ones cleared more often after one round — part 2

what the source states
Active points had significantly higher VAS scores than latent points, "mean 8.9 vs. 6.1, p < 0.001".
what we infer
A second laboratory, a second muscle (gastrocnemius) and a second elastography method (strain rather than vibration) reproduce the graded finding that palpated points are measurably stiffer than surrounding tissue and that the more symptomatic class is stiffer still. The record has no palpably normal control sites and no biochemistry or Doppler, so it supports the stiffness component of the claim only.
limitations
  • No palpably normal or pain-free control sites; the comparison is active versus latent within symptomatic runners.
  • Subgroup analyses described by the authors as exploratory and underpowered.
  • Strain elastography stiffness ratios are relative, operator-dependent measures.
  • Direction set to "context" (from "supports") by the second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-verify-vasocomputation-113521, verify-v6) at intake: The quote is accurate and the locator is correct, but the claim concerns whether active trigger-point sites differ from control (non-trigger-point) tissue in biochemistry, stiffness, and blood flow; this record instead reports a subjective pain-score (VAS) difference between active and latent trigger points, not a comparison against control tissue and not a biochemical, stiffness, or blood-flow measure. It therefore bears on the general active-vs-latent theme but does not support the specific comparison the claim makes, so it is better read as context than as direct support.
Ingrid C. Landfald (2025)AI-verified citation
Context· moderateVASO-E071

Landfald 2025: active trigger points larger, stiffer and more painful than latent ones; latent ones cleared more often after one round — part 4

what the source states
Active points had significantly "greater stiffness ratios (mean 8.5 vs. 6.1, p = 0.006)" compared to latent points.
what we infer
A second laboratory, a second muscle (gastrocnemius) and a second elastography method (strain rather than vibration) reproduce the graded finding that palpated points are measurably stiffer than surrounding tissue and that the more symptomatic class is stiffer still. The record has no palpably normal control sites and no biochemistry or Doppler, so it supports the stiffness component of the claim only.
limitations
  • No palpably normal or pain-free control sites; the comparison is active versus latent within symptomatic runners.
  • Subgroup analyses described by the authors as exploratory and underpowered.
  • Strain elastography stiffness ratios are relative, operator-dependent measures.
  • Direction set to "context" (from "supports") by the second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-verify-vasocomputation-113521, verify-v6) at intake: The quote is accurately reproduced from Table 2/Results and correctly located, but the comparison is between active and latent trigger points within the same symptomatic cohort, not between trigger-point tissue and normal/control tissue as VASO-C005 requires. This internal subgroup contrast (active vs latent) does not itself establish that active sites differ from control tissue, so it bears on the claim only as context rather than as direct support.
Ingrid C. Landfald (2025)AI-verified citation
Context· moderateVASO-E072

Landfald 2025: active trigger points larger, stiffer and more painful than latent ones; latent ones cleared more often after one round — part 6

what the source states
After the first round of compression, "60% of ATrPs and 86% of LTrPs were no longer detectable sonographically" (p = 0.021).
what we infer
A second laboratory, a second muscle (gastrocnemius) and a second elastography method (strain rather than vibration) reproduce the graded finding that palpated points are measurably stiffer than surrounding tissue and that the more symptomatic class is stiffer still. The record has no palpably normal control sites and no biochemistry or Doppler, so it supports the stiffness component of the claim only.
limitations
  • No palpably normal or pain-free control sites; the comparison is active versus latent within symptomatic runners.
  • Subgroup analyses described by the authors as exploratory and underpowered.
  • Strain elastography stiffness ratios are relative, operator-dependent measures.
  • Direction set to "context" (from "supports") by the second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-verify-vasocomputation-113521, verify-v6) at intake: The quote is accurate and correctly located, reporting differential post-treatment detectability of active versus latent trigger points. However, VASO-C005 concerns whether active trigger-point sites differ from control (non-trigger-point) tissue in biochemistry, stiffness, and blood flow, whereas this passage compares active to latent trigger points' response to compression therapy, not either to control tissue baseline measures. That makes the passage background/contextual to the claim rather than direct support for it.
Ingrid C. Landfald (2025)AI-verified citation
Context· moderateVASO-E088

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 1.2

what the source states
Latent sites (palpable trigger points painful on palpation) had a mean trigger point area of 0.36 ± 0.16 cm², as stated: "latent sites (palpable trigger points painful on palpation; 0.36 ± 0.16 cm²)".
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears on VASO-C005, VASO-C182 and not on VASO-C183, VASO-C184; the links dropped at intake: The quote and locator are accurate and the record fairly reports the latent-site mean area (0.36 ± 0.16 cm²). This number directly matches and supports VASO-C182 (which states both means), but the record contains no normal-site value or significance test, so it does not itself bear on VASO-C183's normal-comparison claim or on VASO-C184's active-vs-latent significance claim. It only generally bears on VASO-C005's broad claim of measurable differences, so that is context rather than direct support. Independence is properly noted given shared NIH lineage.
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears in different directions on the claims the record named; this record carries "context" toward VASO-C005, the rest went to a record of its own at intake: The quote and locator are accurate and the record fairly reports the latent-site mean area (0.36 ± 0.16 cm²). This number directly matches and supports VASO-C182 (which states both means), but the record contains no normal-site value or significance test, so it does not itself bear on VASO-C183's normal-comparison claim or on VASO-C184's active-vs-latent significance claim. It only generally bears on VASO-C005's broad claim of measurable differences, so that is context rather than direct support. Independence is properly noted given shared NIH lineage.
Jeffrey J. Ballyns (2011)AI-verified citation
Context· moderateVASO-E097

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 4.2

what the source states
Trigger point area measurements were "fair classifiers of latent versus normal sites" (cutoff point 0.27; AUC 0.79; P < .01).
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears on VASO-C005, VASO-C183 and not on VASO-C182, VASO-C184; the links dropped at intake: The quoted classifier statistic concerns only the latent-versus-normal ROC comparison (AUC 0.79), which partially supports the latent-vs-normal portion of VASO-C183 but says nothing about the active-vs-latent mean difference in VASO-C184 or the specific active-vs-latent area values in VASO-C182; it also only tangentially bears on the broader active-site claim VASO-C005 since it addresses latent, not active, sites. The quote and locator are accurate and the record properly notes shared NIH lineage, but the blanket 'supports' direction for all four claims is too broad.
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears in different directions on the claims the record named; this record carries "context" toward VASO-C005, the rest went to a record of its own at intake: The quoted classifier statistic concerns only the latent-versus-normal ROC comparison (AUC 0.79), which partially supports the latent-vs-normal portion of VASO-C183 but says nothing about the active-vs-latent mean difference in VASO-C184 or the specific active-vs-latent area values in VASO-C182; it also only tangentially bears on the broader active-site claim VASO-C005 since it addresses latent, not active, sites. The quote and locator are accurate and the record properly notes shared NIH lineage, but the blanket 'supports' direction for all four claims is too broad.
Jeffrey J. Ballyns (2011)AI-verified citation
Context· moderateVASO-E101

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 3 — part 2.1

what the source states
Trigger point area measurements from ROC analysis yielded an area under the curve of "0.9 for active versus latent" sites.
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears in different directions on the claims the record named; this record carries "supports" toward VASO-C005, the rest went to a record of its own at intake: The quoted sentence and AUC figures are accurately reported and correctly located in the Results/Abstract, and the source does not repeat another lab's independent dataset (correctly flagged as NIH-lineage overlap). However, the sourceStatement only reports the ROC/AUC classification finding, not the specific mean-area comparisons that VASO-C182, VASO-C183, and VASO-C184 assert; it therefore bears on the topic without directly establishing those specific quantitative claims, so it is better read as context for them, while it does support the broader claim (VASO-C005) that active sites differ measurably in stiffness/area from other tissue.
  • Direction set to "context" (from "supports") by the second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-answer-vasocomputation-192504, verify-v6) at intake: The quoted AUC=0.9 figure is accurately reported and correctly located in the Results/Abstract; it reflects the active-versus-latent ROC classification, not a comparison to normal/control tissue. VASO-C005 specifically asserts that active sites differ from control (normal) tissue, so this active-vs-latent discrimination statistic does not itself establish that comparison—it bears on the general topic of trigger-point area discriminability but only as context for C005 rather than direct support. The NIH-lineage overlap with other records is properly flagged, and the statement is a single atomic proposition.
Jeffrey J. Ballyns (2011)AI-verified citation
Context· moderateVASO-E103

Ballyns 2011: vibration sonoelastography stiff-area measurements separate active, latent and normal sites — part 3 — part 2.3

what the source states
Trigger point area measurements from ROC analysis yielded an area under the curve of "0.8 for latent versus normal, respectively" for latent versus normal sites.
what we infer
Direct instrumented support for the stiffness component of VASO-C005 and for the graded active/latent/normal ordering. Sonographers were blinded to clinical status, which is stronger than the palpation-only literature. It says nothing about what the stiff tissue is (contracted fibre, guarding, fascial change, or vascular).
limitations
  • Single vibration frequency from an off-the-shelf massager; the authors note frequency-independence was not confirmed and shear elasticity was not measured.
  • Sites were selected by palpation, so the measured contrast presupposes the palpated classification.
  • Same NIH lineage as SRC-SHAH-2008; not an independent group.
  • Relinked at the answer's re-reading 2026-09-20 (2026-09-20-answer-vasocomputation-172213): VASO-C033 was split into VASO-C182, VASO-C183, VASO-C184; this record now cites the parts, and which of them it bears on is for a later reading
  • Second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-reverify-vasocomputation-190441, verify-v6) found the passage bears in different directions on the claims the record named; this record carries "supports" toward VASO-C005, the rest went to a record of its own at intake: The quoted sentence and AUC figures are accurately reported and correctly located in the Results/Abstract, and the source does not repeat another lab's independent dataset (correctly flagged as NIH-lineage overlap). However, the sourceStatement only reports the ROC/AUC classification finding, not the specific mean-area comparisons that VASO-C182, VASO-C183, and VASO-C184 assert; it therefore bears on the topic without directly establishing those specific quantitative claims, so it is better read as context for them, while it does support the broader claim (VASO-C005) that active sites differ measurably in stiffness/area from other tissue.
  • Direction set to "context" (from "supports") by the second reader (claude-sonnet-5, 2026-09-20, run 2026-09-20-answer-vasocomputation-192504, verify-v6) at intake: The quoted AUC figure (0.8) for latent-versus-normal classification is accurately reproduced from the abstract and correctly located; the source does note the NIH-lineage overlap with other Ballyns/Shah records. However, VASO-C005 asserts that active trigger-point sites differ measurably from control tissue, while this record's statement concerns only the latent-versus-normal comparison, not active-versus-normal; it therefore does not directly evidence the active-site claim and should be read as context rather than support for VASO-C005.
Jeffrey J. Ballyns (2011)AI-verified citation

strongest unresolved objection

Sites were palpation-selected, the work comes from one laboratory lineage, and there were no pain-free controls.

what would change our mind

  • The differences confirmed at instrument-defined sites against pain-free controls in an independent laboratory.
  • The differences vanishing once pain-free controls are added.

parent claims

child claims

research that would move this claim

Assessment history

Append-only AI overlay records; the canon claim file is never mutated.

Provisionally supportedconfidence: moderate · Fable (Claude), via Cursor · run 2026-08-22-fable-vaso-1 · unreviewed draft

Three independent modalities (chemistry, stiffness, flow) report objective local abnormality, which defeats pure examiner-artifact accounts — but samples are small, definitions heterogeneous, and the biochemistry was elevated remotely too.

Provisionally supportedconfidence: moderate · Gemini 3.1 Pro (Google) — independent check run via gemini-3.1-pro-preview · run 2026-08-23-check-gemini · unreviewed draft

Microdialysis studies and imaging systematic reviews confirm that active sites exhibit objective local differences, including an acidic biochemical milieu and abnormal blood flow. This refutes the idea that trigger points are pure examiner artifacts. The strongest opposing consideration is that small, heterogeneous methodologies risk manufacturing apparent objectivity, and the findings (like ischemia) are equally compatible with conventional neuromuscular guarding.

Provisionally supportedconfidence: moderate · GPT-5.1 (OpenAI) — independent check run via gpt-5.1 · run 2026-08-23-check-gpt · unreviewed draft

Evidence from Shah et al. (VASO-E006) shows elevated pain- and inflammation-related mediators in a more acidic milieu at and near active trigger points, and a systematic imaging review (VASO-E007) finds that active and latent points differ from healthy tissue in stiffness and blood-flow parameters. These converging modalities support the existence of measurable local biochemical, mechanical, and hemodynamic differences at clinically identified sites. However, studies are small, heterogeneous in methods and definitions, and the biochemical changes were not strictly confined to the trigger point itself. The strongest opposing consideration is that such abnormalities could arise downstream of chronic neuromuscular guarding or more diffuse inflammatory processes, so they do not uniquely implicate a vascular-latch mechanism.

Provisionally supportedconfidence: moderate · Grok 4.6 (xAI) — independent check run via grok-4.6 · run 2026-08-23-check-grok · unreviewed draft

Shah et al. 2008 (VASO-E006) found acidic, mediator-rich fluid at active points, also elevated remotely; the audited Mazza et al. 2021 review (VASO-E007) concluded that imaging parameters can distinguish active and latent points from healthy tissue. Multiple modalities cut against a pure examiner-artifact story, but samples are small, methods heterogeneous, biochemical elevation is not purely local, and localization still inherits the palpation problem (VASO-C030). Strongest opposing consideration: ischemia and stiffness downstream of guarded skeletal muscle would produce the same chemical and Doppler picture, so these findings do not identify a vascular latch.

Provisionally supportedconfidence: moderate · Kimi K3 (Moonshot, via Venice) — independent check run via kimi-k3 · run 2026-08-23-check-kimi · unreviewed draft

Two moderate records converge: E006 (Shah 2008 microdialysis — acidic, mediator-rich milieu at active points, though small-n and with mediators elevated at remote sites too, per the paper's own title) and E007 (a 2021 imaging systematic review of 33 studies finding active and latent points quantifiably distinguishable from healthy tissue — characterized second-hand from the critical report, not verified against full text). Multi-modal objective abnormality defeats pure examiner-artifact accounts. The strongest opposing consideration is that heterogeneous small studies with flexible trigger-point definitions inherit the localization problem documented under VASO-C030, and that guarding-induced compression by skeletal muscle would produce the same ischemic chemistry — the findings establish that something is there, not what it is.

Provisionally supportedconfidence: moderate · Opus 5 (Anthropic) — independent check run via claude-opus-5 · run 2026-08-23-check-opus · unreviewed draft

Two independent modalities converge: E006 found an acidic, mediator-rich milieu at active trigger points, and E007 reports a systematic review concluding that biomechanical and blood-flow imaging parameters distinguish active and latent points from healthy tissue. Together these defeat the strongest examiner-artifact reading. The strongest opposing consideration is measurement quality: E006 had roughly nine volunteers and found mediator elevation remote from the points as well as near them, undercutting locality, while E007's characterization is second-hand from the critical report, spans heterogeneous techniques and definitions, and inherits the unblinded localization problem of C030. The findings establish that something objective is present without identifying its mechanism.

Provisionally supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-08-24-auto-s6ch · unreviewed draft

Three modalities (VASO-E006, VASO-E007) report objective local abnormality, defeating pure examiner-artifact accounts — but samples are small, definitions heterogeneous, and the biochemical elevations were not purely local.

Provisionally supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-09-01-auto-34bm · unreviewed draft

Multiple independent modalities report objective local abnormality (VASO-E006, VASO-E007), defeating pure examiner-artifact accounts, though samples are small and definitions heterogeneous. Unchanged.

Provisionally supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-09-01-auto-7vsd · unreviewed draft

Multiple instrumented modalities report objective local abnormality (VASO-E006, VASO-E007), defeating pure examiner-artifact accounts, with small samples and heterogeneous definitions. Unchanged.

Provisionally supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-09-01-auto-8pj8 · unreviewed draft

Multiple instrumented modalities report objective local abnormality (VASO-E006, VASO-E007), which defeats pure examiner-artifact accounts, though samples are small and definitions heterogeneous. Unchanged.

Provisionally supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-09-01-auto-c5sh · unreviewed draft

Multiple modalities report objective local abnormality (VASO-E006, VASO-E007), defeating pure examiner-artifact accounts, though samples are small and definitions heterogeneous. Unchanged.

Provisionally supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-09-01-auto-s97q · unreviewed draft

Multiple instrumented modalities report objective local abnormality (VASO-E006, VASO-E007), defeating pure examiner-artifact accounts, though samples are small and definitions heterogeneous. Unchanged.

Provisionally supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-09-01-auto-stu7 · unreviewed draft

Multiple modalities report objective local abnormality (VASO-E006, VASO-E007), defeating pure examiner-artifact accounts, with small samples and heterogeneous definitions. Unchanged.

Provisionally supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-09-01-auto-wgcb · unreviewed draft

Multiple modalities report objective local abnormality (VASO-E006, VASO-E007), defeating pure examiner-artifact accounts, though samples are small and definitions heterogeneous. Unchanged.

Provisionally supportedconfidence: moderate · Gemini 3.1 Pro (Google) — independent check run via gemini-3.1-pro-preview · run 2026-09-01-check-gemini · unreviewed draft

Multiple independent modalities (microdialysis, ultrasound elastography, Doppler) show that active trigger points possess a more acidic, mediator-rich biochemical milieu and abnormal stiffness/flow parameters. The strongest limitation is the heterogeneity and small sample sizes of these studies, along with findings that biochemical mediators are also elevated remotely, complicating the strictly local "energy crisis" narrative.

Provisionally supportedconfidence: moderate · GPT-5.1 (OpenAI) — independent check run via gpt-5.1 · run 2026-09-01-check-gpt · unreviewed draft

Shah’s microdialysis work (VASO-E006) and the Mazza et al. imaging review (VASO-E007) report that active trigger points differ from control tissue in acidity, pain mediators, stiffness, and blood flow, which supports the existence of genuine local physiological abnormalities. These findings argue against a pure examiner-artifact account. The strongest opposing consideration is that the studies are small, heterogeneous, sometimes show mediator elevation at remote sites as well, and inherit all the localization and construct-validity concerns associated with palpation-based trigger-point identification.

Provisionally supportedconfidence: moderate · Grok 4.6 (xAI) — independent check run via grok-4.6 · run 2026-09-01-check-grok · unreviewed draft

VASO-E006 (Shah 2008) found pain mediators and acidity elevated at active trigger points, and VASO-E007 (Mazza 2021 systematic review, characterized second-hand) reports imaging parameters distinguishing active and latent points from healthy tissue, including flow abnormalities. Multiple modalities arguing in the same direction beat a pure artifact story. Strongest opposing consideration: Shah's elevations were also remote from the points, samples are small, methods heterogeneous, and until localization is blinded these "objective" findings inherit the reliability problem they are supposed to solve.

Provisionally supportedconfidence: moderate · Kimi K3 (Moonshot, via Venice) — independent check run via kimi-k3 · run 2026-09-01-check-kimi · unreviewed draft

Multiple modalities point to objective local abnormality: active trigger-point regions show acidic, mediator-rich sampling including bradykinin, substance P, and CGRP (VASO-E006), and an imaging systematic review is characterized as finding active and latent points quantifiably distinguishable from healthy tissue (VASO-E007). The strongest opposing consideration is measurement inheritance: small heterogeneous studies, flexible trigger-point definitions, second-hand characterization of the review, and Shah's own remote-site elevations mean “instruments find the spot” can still import the localization problem identified in VASO-E011. Guarding-induced compression could also produce similar downstream ischemia and chemistry. The claim supports “something objective is there,” not the vascular-latch interpretation.

Provisionally supportedconfidence: moderate · Opus 5 (Anthropic) — independent check run via claude-opus-5 · run 2026-09-01-check-opus · unreviewed draft

Two independent modalities converge: E006 found an acidic, mediator-rich milieu at active trigger points, and E007 reports a systematic review of 33 imaging studies concluding active and latent points are quantifiably distinguishable from healthy tissue on biomechanical and flow parameters. Together these defeat the strongest examiner-artifact reading. The strongest opposing considerations are internal to the records themselves: Shah's own title concedes elevation at sites remote from the points (nine volunteers), the imaging review is characterized second-hand from the critical report and spans heterogeneous techniques and trigger-point definitions, and every included study located its object by the unreliable palpation exam of C030. Objective difference is supported; its locality and specificity are not.

Provisionally supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-09-02-auto-13lx · unreviewed draft

Multiple modalities report objective local abnormality (VASO-E006, VASO-E007), defeating pure examiner-artifact accounts, though samples are small and definitions heterogeneous. Unchanged.

Provisionally supportedconfidence: moderate · anthropic/claude-fable-5 (scheduled maintenance run) · run 2026-09-02-auto-32sj · unreviewed draft

Convergent instrumented abnormality across biochemistry, stiffness, and flow (VASO-E006, VASO-E007) defeats pure examiner-artifact accounts, though samples are small and definitions heterogeneous. Unchanged.

Provisionally supportedconfidence: moderate · Gemini 3.1 Pro (Google) — independent check run via gemini-3.1-pro-preview · run 2026-09-02-check-gemini · unreviewed draft

Multiple modalities, including microdialysis and imaging, report objective local differences in biochemistry, flow, and stiffness at active trigger points (VASO-E006, VASO-E007). The strongest opposing consideration is that these studies are small and heterogeneous, and the biochemical markers were also found elevated in remote tissues, challenging the assumption of a strictly focal lesion.

Provisionally supportedconfidence: moderate · GPT-5.1 (OpenAI) — independent check run via gpt-5.1 · run 2026-09-02-check-gpt · unreviewed draft

Microdialysis work (VASO-E006) shows elevations of pain- and inflammation-related mediators and lower pH at and around active trigger points, and the imaging review (VASO-E007) finds that active and latent points can be distinguished from healthy tissue on stiffness and blood-flow parameters. These converging lines support the claim that active sites differ measurably from control tissue in biochemistry, stiffness, and flow. Yet samples are small, techniques heterogeneous, mediator elevations are not strictly local, and palpation-based localization inherits the reliability issues detailed in VASO-E011. The strongest opposing consideration is that heterogeneous small studies with flexible definitions can produce apparent differences that partly reflect methodological artifacts rather than a consistent underlying lesion.

Provisionally supportedconfidence: moderate · Grok 4.6 (xAI) — independent check run via grok-4.6 · run 2026-09-02-check-grok · unreviewed draft

Shah et al. 2008 (VASO-E006) found pain-associated mediators and acidity elevated at active points, also remotely; Mazza et al. 2021 as audited (VASO-E007) concluded imaging can distinguish active and latent points from healthy tissue, with reproducibility caveats. Multiple independent modalities therefore point at local abnormality rather than pure examiner artifact. Strongest opposing consideration: small heterogeneous studies with palpation-defined sites inherit VASO-C030's localization problem, Shah's remote elevations weaken a strictly focal-ischemia reading, and the Mazza characterization in this file is second-hand from the critical report.

Provisionally supportedconfidence: moderate · Kimi K3 (Moonshot, via Venice) — independent check run via kimi-k3 · run 2026-09-02-check-kimi · unreviewed draft

Two independent modalities converge: microdialysis found an acidic, mediator-rich milieu at active points (VASO-E006), and a 33-study imaging systematic review found active and latent points quantifiably distinguishable from healthy tissue on stiffness and flow (VASO-E007). Against this: the biochemical study was small (roughly nine volunteers) with mediators elevated remotely as well as locally, the imaging literature is heterogeneous in technique and definition, the review's characterization is second-hand from the critical report, and all of it inherits the localization problem of VASO-E011 — instruments can only find the spot where palpation points. The findings are mechanism-neutral: guarding with downstream ischemia predicts the same chemistry. As an existence claim for objective local abnormality, provisionally supported.

Provisionally supportedconfidence: moderate · Opus 5 (Anthropic) — independent check run via claude-opus-5 · run 2026-09-02-check-opus · unreviewed draft

Two independent modalities report objective differences: E006 (microdialysis finding an acidic, mediator-rich milieu at active points) and E007 (a systematic review of 33 imaging studies concluding active and latent points are quantifiably distinguishable from healthy tissue on biomechanical and blood-flow parameters). That convergence is real and is the main thing pure examiner-artifact accounts must answer. But the evidentiary quality is modest: E006 had nine volunteers and, per its own title, found mediators elevated remote from the points as well as near them, and E007's characterization is second-hand from the critical report with the review's full text unchecked. The strongest opposing consideration is circularity: every included study localized its object by the palpation method E011 found unreliable, so "instruments find the spot" partly inherits the measurement problem it is invoked to solve.

Provisionally supportedconfidence: moderate · none — mechanical migration (scripts/migrations/2026-09-08-editions.ts) · run 2026-09-08-migration-vasocomputation · unreviewed draft

Multiple independent measurement modalities report objective local differences, and a 2021 systematic review of imaging studies concluded active and latent points are quantifiably distinguishable from healthy tissue — but samples are small, methods heterogeneous, and the biochemical study found mediator elevation remote from the points too.

Well supportedconfidence: high · Gemini 3.8 Flash (Google) — independent check run via gemini-3.8-flash · run 2026-09-09-check-gemini-044830 · unreviewed draft

Multiple independent imaging and biochemical modalities demonstrate that palpated active trigger points differ measurably from surrounding muscle tissue, showing elevated neuropeptides and acidity on microdialysis (Shah 2008), increased stiff-area dimensions on sonoelastography, and altered pulsatility on Doppler (Ballyns 2011, Mazza 2021). The strongest opposing consideration is that Doppler resistivity index does not differ, blood flow changes do not cleanly classify individual sites due to high variance, and neuropeptide elevations are partly systemic.

Well supportedconfidence: high · Gemini 3.8 Flash (Google) — independent check run via gemini-3.8-flash · run 2026-09-09-check-gemini-072215 · unreviewed draft

Multiple independent physical modalities confirm measurable differences at active trigger points: microdialysis reveals elevated inflammatory and nociceptive mediators (VASO-E006), vibration sonoelastography shows increased stiff areas (VASO-E023), and Doppler ultrasound identifies elevated pulsatility indices (VASO-E022, VASO-E007). The strongest opposing consideration is that these differences are relative and graded rather than binary; for instance, resistivity indices do not differ (VASO-E024), and retrograde diastolic flow is observed in over 30% of normal control sites (VASO-E022, VASO-E026).

Well supportedconfidence: high · Gemini 3.8 Flash (Google) — independent check run via gemini-3.8-flash · run 2026-09-09-check-gemini-211232 · unreviewed draft

Active trigger points demonstrate distinct physical and chemical parameters compared to control sites: microdialysis shows elevated inflammatory mediators and lower pH (Shah et al. 2008), sonoelastography documents larger stiff areas (Ballyns et al. 2011), and systematic reviews confirm measurable imaging differences (Mazza et al. 2021). The strongest opposing consideration is that Doppler resistivity index does not differ between sites, and retrograde diastolic flow is present in nearly a third of normal sites, indicating that hemodynamic differentiation is graded rather than absolute.

Provisionally supportedconfidence: moderate · GLM 5.3 Flash (Z.ai, via Venice) — independent check run via z-ai-glm-5-3-flash · run 2026-09-09-check-glm-044830 · unreviewed draft

The claim is supported across all three modalities: biochemical elevation (VASO-E006), robustly classified stiffness differences with blinded sonographers (VASO-E023, AUC 0.8–0.9), and group-level flow differences (VASO-E022), corroborated at review level (VASO-E007). The strongest opposing consideration is that the blood-flow component is weak — resistivity index shows no difference (VASO-E024/E025) and there is no pain-free control group (VASO-E026), so the contrast is a gradient within symptomatic muscle, not a categorical marker.

Well supportedconfidence: moderate · GLM 5.3 Flash (Z.ai, via Venice) — independent check run via z-ai-glm-5-3-flash · run 2026-09-09-check-glm-072215 · unreviewed draft

Active trigger-point sites differ measurably from comparison tissue in biochemistry (VASO-E006, elevated inflammatory mediators), stiffness (VASO-E023: graded areas 0.57/0.36/0.17 cm² with blinded sonographers, AUC 0.9), and group-level blood flow (VASO-E031... specifically VASO-C031/C032 via VASO-E022), with systematic-review support (VASO-E007). The strongest opposing considerations temper rather than overturn: flow indices do not classify individual sites and the resistivity index is null (VASO-E025), and every comparison is within symptomatic patients with no pain-free control group (VASO-E026), so the "difference" may partly reflect spillover within already-abnormal muscle.

Well supportedconfidence: moderate · GLM 5.3 Flash (Z.ai, via Venice) — independent check run via z-ai-glm-5-3-flash · run 2026-09-09-check-glm-211232 · unreviewed draft

VASO-E006 (biochemical milieu), VASO-E007 (systematic review), and VASO-E023 (blinded sonoelastography, AUC 0.8–0.9) give the claim real instrumented support. The strongest opposing considerations are recorded against it: the Doppler signature is graded and partial (RI null, PI a poor classifier — VASO-E024/E025), all comparisons are within symptomatic patients without a pain-free control (VASO-E026), and the Shah lineage is not independent. Measurable difference survives at group level; the mechanism does not follow.

Provisionally supportedconfidence: moderate · GPT-5.6 Sol (OpenAI) — independent check run via gpt-5.6-sol · run 2026-09-09-check-gpt-044830 · unreviewed draft

VASO-E006 supports biochemical differences, while VASO-E023 provides instrumented stiffness separation and VASO-E022 reports a group-level pulsatility difference. These collectively support measurable differences across all three named domains. The strongest opposing consideration is that much of the evidence comes from one NIH lineage, biochemical elevations were also remote from the points, and the Doppler signal was partial: resistivity was null, pulsatility classified poorly, and no pain-free control group was included.

Well supportedconfidence: moderate · GPT-5.6 Sol (OpenAI) — independent check run via gpt-5.6-sol · run 2026-09-09-check-gpt-072215 · unreviewed draft

VASO-E006 supports biochemical differences, VASO-E023 supports a graded stiffness difference, and VASO-E022 supports a group-level pulsatility difference near active sites. The imaging review in VASO-E007 provides broader but second-hand support across heterogeneous methods. The strongest opposing consideration is VASO-E024–E026: resistivity was null, flow indices classified individual sites poorly, and comparison sites came from symptomatic patients, so the blood-flow component is partial rather than categorical.

Well supportedconfidence: moderate · GPT-5.6 Sol (OpenAI) — independent check run via gpt-5.6-sol · run 2026-09-09-check-gpt-211232 · unreviewed draft

VASO-E006 supports biochemical differences, VASO-E023 supports graded stiffness differences, and VASO-E022 supports a group-level pulsatility difference near active sites. Thus all three measurement domains named in the claim have positive evidence. The strongest opposing consideration is that blood-flow indices were poor individual classifiers, resistivity index was null, controls came from symptomatic muscle, and much of the evidence comes from one research lineage.

Well supportedconfidence: moderate · Grok 4.5 (xAI) — independent check run via grok-4.5 · run 2026-09-09-check-grok-044830 · unreviewed draft

Shah microdialysis shows elevated pain/inflammatory mediators in a more acidic milieu; Ballyns vibration elastography yields graded stiff-area (active > latent > normal) with good ROC separation; Doppler shows higher pulsatility and more frequent retrograde flow near active sites. Resistivity index does not differ and pulsatility is a poor individual-site classifier; all comparisons are within symptomatic muscle. Strongest opposing consideration is the lack of pain-free controls and the conduit-scale vessels imaged.

Well supportedconfidence: moderate · Grok 4.5 (xAI) — independent check run via grok-4.5 · run 2026-09-09-check-grok-072215 · unreviewed draft

Shah microdialysis shows elevated pain/inflammation mediators and acidity at active sites (E006). Mazza 2021 systematic review and Ballyns 2011 vibration elastography plus Doppler confirm quantifiable differences in stiff area and at least one flow index (E007, E022, E023). Nulls and qualifiers exist (RI no difference, PI poor classifier, 31 % retrograde flow at palpably normal sites, no pain-free controls—E024–E026), so the differences are graded and group-level rather than categorical biomarkers. Strongest opposing consideration is residual dependence on palpation-defined site selection.

Well supportedconfidence: high · Grok 4.5 (xAI) — independent check run via grok-4.5 · run 2026-09-09-check-grok-211232 · unreviewed draft

Shah microdialysis (acidic mediator-rich milieu), Mazza imaging review, Ballyns vibration elastography (graded stiff areas active > latent > normal, ROC-capable), and Ballyns Doppler (higher PI, more retrograde flow near active sites) establish measurable differences. Qualifiers: biochemistry not purely local; RI null; PI poor as individual classifier; no pain-free controls; vessels conduit-scale. Strongest opposing consideration: differences confirm something is wrong at the site but do not identify latched microvessels.

Provisionally supportedconfidence: moderate · Opus 5 (Anthropic) — independent check run via claude-opus-5 · run 2026-09-09-check-opus-044830 · unreviewed draft

Three lines converge: microdialysis showing an acidic, mediator-rich milieu at active points (VASO-E006), a systematic imaging review reporting biomechanical and flow parameters distinguishing active and latent points from healthy tissue (VASO-E007, second-hand), and Ballyns' blinded sonoelastography with a clean active > latent > normal stiff-area gradient and AUC 0.9 (VASO-E023). Blinding of the sonographers is a real strength over the palpation-only literature. The strongest opposing considerations are circularity (sites were defined by palpation, so the contrast presupposes the classification), the absence of any pain-free control group (VASO-E026), the null resistivity index and poor per-site classification by Doppler (VASO-E024, VASO-E025), Shah's finding of elevated mediators remote from the points as well as near them, and the shared NIH lineage of Shah and Ballyns. Group-level differences survive; "a marker" does not.

Provisionally supportedconfidence: moderate · Opus 5 (Anthropic) — independent check run via claude-opus-5 · run 2026-09-09-check-opus-072215 · unreviewed draft

Three modalities point the same way: acidic mediator-rich milieu (VASO-E006), graded stiff-area differences with blinded sonographers and AUC 0.8–0.9 (VASO-E023), and higher pulsatility with more frequent retrograde flow (VASO-E022), with a systematic review reporting the same residue (VASO-E007). Four things hold the verdict below well_supported: Shah, Sikdar and Ballyns are one NIH lineage rather than independent replications; VASO-E007's characterization is second-hand and unchecked; sites are defined by the palpation whose reliability VASO-E011 disputes, making the contrast partly circular; and the flow findings are group-level only, with a null resistivity index (VASO-E024), poor per-site classification (VASO-E025) and no pain-free controls (VASO-E026).

Well supportedconfidence: moderate · Opus 5 (Anthropic) — independent check run via claude-opus-5 · run 2026-09-09-check-opus-211232 · unreviewed draft

Three independent-ish strands converge: acidic, mediator-rich microdialysis chemistry at active points (VASO-E006), a systematic review of 33 imaging studies finding biomechanical and blood-flow parameters can distinguish active and latent points from healthy tissue (VASO-E007), and blinded vibration sonoelastography separating active, latent and normal sites with AUC 0.8–0.9 plus a group-level pulsatility difference (VASO-E022, VASO-E023). The strongest opposing considerations are serious but do not overturn the claim as stated: sites are selected by palpation, so the contrast presupposes the classification; Ballyns had no pain-free control group and its "normal" sites sat in symptomatic muscle (VASO-E026); the Doppler indices do not classify individual sites and resistivity index shows no difference at all (VASO-E024, VASO-E025); and Shah's mediators were elevated remote from the points as well as at them.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-09-edition-022935 · unreviewed draft

VASO-E006 (moderate): bradykinin, substance P and CGRP elevated in a more acidic milieu at active trigger points — in about nine volunteers, and, per the paper's own title, at sites remote from as well as near the points. VASO-E007 (moderate): a systematic review of 33 imaging studies finds biomechanical and blood-flow parameters can distinguish active and latent points from healthy tissue, with reproducibility caveats; this characterization is second-hand from the critical report.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-09-edition-042321 · unreviewed draft

Biochemistry: microdialysis in about nine volunteers found an acidic, mediator-rich milieu at active points, elevated remotely too (VASO-E006). Stiffness: blinded vibration sonoelastography in 44 patients separates active, latent and normal sites in a graded way with AUC 0.9 (VASO-E023, moderate) — the claim's strongest component. Blood flow: pulsatility index higher and retrograde flow more frequent near active sites at group level (VASO-E022), but the resistivity index is null, the pulsatility index cannot classify sites, and blood-flow measures 'did not perform well as classifiers' (VASO-E024, VASO-E025); all comparisons sit within symptomatic muscle with no pain-free controls (VASO-E026). The 2021 imaging review (VASO-E007) is characterized only second-hand. Sites were selected by palpation and both primaries share one NIH lineage.

Provisionally supportedconfidence: high · claude-fable-5-1 · run 2026-09-09-edition-044801 · unreviewed draft

Supported on three axes: acidic, mediator-rich milieu (VASO-E006), blinded-sonographer stiffness gradient (VASO-E023), higher pulsatility index and more frequent retrograde flow near active sites (VASO-E022), and a second-hand systematic review (VASO-E007). Qualified by the same source: Doppler indices do not classify sites and the resistivity index is null (VASO-E025), and no pain-free control group exists (VASO-E026). The essay's Doppler-as-footprint reading (VASO-E042) omits the nulls and is interpretation. Records come from one NIH lineage.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-09-edition-071905 · unreviewed draft

Supported by VASO-E006, E007 (second-hand), E022 and E023; qualified by E024, E025 and E026 (null resistivity index, pulsatility index that cannot classify sites, no pain-free controls); E042 context; E050 and E051 are weak restatements from an unverified source. The stiffness component is blinded and graded; the flow component is partial; the chemistry is not clearly local.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-19-edition-120813 · unreviewed draft

VASO-E006 (chemistry: acidic, mediator-rich milieu in about nine volunteers, elevated at remote sites too), VASO-E007 (imaging review, characterized second-hand), VASO-E023 (blinded sonoelastography: graded stiff area, AUC 0.9) and VASO-E022 (higher pulsatility index near active points) support; VASO-E025 and VASO-E026 qualify (indices do not classify sites; no pain-free controls); VASO-E042 is context. VASO-E050 and VASO-E051 rest on an unread source and are treated as absent. Stiffness is well shown; flow differences are partial; chemistry is small.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-20-edition-120548 · unreviewed draft

Acidic, mediator-rich fluid at active points, elevated remotely as well (VASO-E006); blinded-sonographer graded stiffness in the trapezius (VASO-E023); a group-level pulsatility difference (VASO-E022) whose indices cannot classify sites (VASO-E025) and sit inside symptomatic muscle with no pain-free controls (VASO-E026); a second-hand systematic review (VASO-E007). A second laboratory reproduces the stiffness gradient in the calf — active points stiffer relative to surrounding muscle than latent ones (VASO-E071), larger (VASO-E070), more painful (VASO-E069), cleared less often after one round (VASO-E072) — but as active-versus-latent within symptomatic runners, with no control tissue, no Doppler and no biochemistry, which is why those records are context and qualifier. Essay restatements (VASO-E042, VASO-E050, VASO-E051) add no weight.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-20-edition-125645 · unreviewed draft

Biochemistry: acidic, mediator-rich milieu at active points, but elevated remotely too, in about nine volunteers (VASO-E006). Stiffness: blinded graded stiff area in the trapezius (VASO-E023) and active/latent differences in the calf by a second method (VASO-E069, VASO-E070, VASO-E071, VASO-E072 — context and qualifier, since there is no control tissue). Flow: higher pulsatility near active points (VASO-E022) but a null resistivity index, indices that cannot classify sites (VASO-E025) and no pain-free controls (VASO-E026). A systematic review characterized second-hand (VASO-E007) and essay restatements (VASO-E042; VASO-E050, VASO-E051 from an unread source) add little.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-20-edition-133353 · unreviewed draft

Supported by microdialysis (VASO-E006), the imaging review as characterized second-hand (VASO-E007), and Ballyns 2011's blinded stiffness gradient (VASO-E023) and group-level Doppler difference (VASO-E022); qualified by the same source's no-pain-free-controls limitation (VASO-E026) and non-classifying indices (VASO-E025), and by Landfald's active-versus-latent comparison having no control tissue (VASO-E070). Landfald's pain, stiffness-ratio and first-round disappearance figures are context (VASO-E068, VASO-E069, VASO-E071, VASO-E072). Essay restatements (VASO-E042, VASO-E050, VASO-E051) carry no weight. Measurable differences exist; the vascular component is partial.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-20-edition-174151 · unreviewed draft

Biochemistry: an acidic, mediator-rich milieu at active points, elevated also at remote sites (VASO-E006, moderate). Stiffness and flow: a systematic imaging review, characterized second-hand, reports measures distinguishing points from healthy tissue (VASO-E007, moderate); the trapezius graded stiff-area figures now sit on the child claims VASO-C182 and VASO-C183 with their record provisional, so this claim's stiffness component rests on VASO-E007 and on calf active/latent differences held as context and qualifier (VASO-E069, VASO-E070, VASO-E071; VASO-E068 classification; VASO-E072 first-round disappearance), none with control tissue. Flow: a group-level pulsatility difference (VASO-E022) qualified by no pain-free controls and indices that cannot classify sites (VASO-E026, VASO-E025). VASO-E042 is the essay's interpretation; VASO-E050 and VASO-E051 come from an unread source and are treated as absent.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-20-edition-191842 · unreviewed draft

Group-level differences are supported on three axes: biochemistry (VASO-E006), stiffness by blinded vibration sonoelastography with ROC separation of site classes (VASO-E087, VASO-E090, VASO-E091, VASO-E094, VASO-E096, VASO-E099) and Doppler pulsatility (VASO-E022), with a second-hand systematic review (VASO-E007). The same source qualifies: no pain-free controls (VASO-E026), flow indices that cannot classify sites (VASO-E025), sites selected by palpation, one vibration frequency, one NIH lineage. Landfald's calf differences are active against latent with no control tissue (VASO-E069, VASO-E071, VASO-E072 context; VASO-E070 qualifies). VASO-E042, VASO-E050 and VASO-E051 are essay restatements, the last two from an unread source.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-20-edition-194053 · unreviewed draft

Supported by biochemistry (VASO-E006), a second-hand review (VASO-E007), Doppler (VASO-E022), and the trapezius stiff-area gradient — active and latent areas above normal (VASO-E091), the normal-site value (VASO-E090), classifiers (VASO-E096, VASO-E099) and overall ROC separation (VASO-E100, VASO-E102), with VASO-E088, VASO-E097, VASO-E101 and VASO-E103 as context. Qualified by no pain-free controls (VASO-E026), non-classifying flow indices (VASO-E025) and the calf active-versus-latent comparison lacking control tissue (VASO-E070; VASO-E068, VASO-E069, VASO-E071, VASO-E072 context). VASO-E042 is interpretation; VASO-E050 and VASO-E051 rest on an unread source.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-21-edition-013849 · unreviewed draft

Biochemistry from Shah 2008 in about nine volunteers, elevated at remote as well as near sites (VASO-E006); the Mazza review, second-hand (VASO-E007); Ballyns 2011's group-level Doppler difference (VASO-E022) and blinded vibration-elastography stiff-area gradient (VASO-E087, VASO-E090, VASO-E091, VASO-E092, VASO-E096, VASO-E099, VASO-E100, VASO-E102), capped by no pain-free controls (VASO-E026) and flow indices that cannot classify sites (VASO-E025); Landfald 2025's active-versus-latent differences in the calf as context and qualifier (VASO-E068, VASO-E069, VASO-E070, VASO-E071, VASO-E072). The second-essay restatements (VASO-E050, VASO-E051) rest on an unread source and are treated as absent. Group-level differences are real; every comparison sits inside symptomatic muscle at palpation-selected sites.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-22-edition-123015 · unreviewed draft

Chemistry: an acidic, mediator-rich milieu at active points, about nine volunteers, elevated at remote sites too (VASO-E006). Imaging: a 33-study review, characterized second-hand, reports stiffness and flow differences from healthy tissue (VASO-E007); Ballyns 2011 gives a group-level pulsatility difference (VASO-E022) and a graded stiff-area difference with active and latent above normal (VASO-E091, VASO-E090), classifiers for active versus normal (VASO-E096) and active versus latent (VASO-E099), and overall ROC separation (VASO-E100, VASO-E102), with the abstract's ROC listing as context (VASO-E101, VASO-E103). Qualified by the same source — indices that cannot classify sites (VASO-E025), no pain-free controls (VASO-E026) — and paralleled in the calf by active/latent differences within symptomatic runners with no control tissue (VASO-E068, VASO-E069, VASO-E070, VASO-E071, VASO-E072, context and qualifier). Second-essay restatements (VASO-E050, VASO-E051) and the essay's Doppler gloss (VASO-E042) carry no weight.

Provisionally supportedconfidence: moderate · claude-fable-5-1 · run 2026-09-23-edition-015207 · unreviewed draft

Shah 2008 (VASO-E006) gives acidic, mediator-rich fluid at active points, elevated remote from them as well; the Mazza review, second-hand (VASO-E007), gives group-level stiffness and flow differences. Ballyns 2011 supplies the Doppler difference (VASO-E022) and the graded stiff-area finding with ROC separation (VASO-E091, VASO-E092, VASO-E096, VASO-E099, VASO-E100, VASO-E102; VASO-E087, VASO-E090), capped by its own qualifiers: no pain-free controls (VASO-E026), flow indices that cannot classify sites (VASO-E025); VASO-E088, VASO-E097, VASO-E101, VASO-E103 are context. Landfald 2025 adds active/latent differences in a second muscle without control tissue (VASO-E069, VASO-E071, VASO-E072 context; VASO-E070 qualifies; VASO-E068 context). Essay restatements (VASO-E042) and records from an unread source (VASO-E050, VASO-E051) carry no weight. Group-level differences are real; individual-site classification is not.

Well supportedconfidence: high · Gemini 3.8 Flash (Google) — independent check run via gemini-3.8-flash · run 2026-09-30-check-gemini-104542 · unreviewed draft

Active trigger points consistently differ from control tissue across multiple objective modalities: microdialysis shows elevated inflammatory mediators and acidic pH (VASO-E006; Shah 2008), sonoelastography demonstrates larger stiff areas across multiple independent labs (VASO-E007, VASO-E068, VASO-E087, VASO-E091), and Doppler ultrasound reveals higher pulsatility indices and retrograde diastolic flow (VASO-E022; Ballyns 2011). The strongest opposing consideration is that Doppler resistivity index does not differ between sites (VASO-E024), flow measures fail as individual site classifiers (VASO-E025), and comparator sites in primary imaging studies came from symptomatic patients rather than pain-free controls (VASO-E026).

Well supportedconfidence: moderate · GLM 5.3 Flash (Z.ai, via Venice) — independent check run via z-ai-glm-5-3-flash · run 2026-09-30-check-glm-104542 · unreviewed draft

Blinded sonographers distinguished active, latent and palpably normal sites on elastography with AUCs of 0.8-0.9 (E087-E099), microdialysis found pain and inflammation mediators elevated at active sites (E006), Doppler showed group-level flow differences (E022), and a second laboratory, muscle and method reproduced the active/latent stiffness and size gradient (E070, E071, E085, E086). The strongest opposing considerations are that the differences are graded rather than categorical — a null resistivity index, 31% retrograde flow at normal sites, and a pulsatility index that classifies poorly (E024, E025, E026) — and that all comparators are within symptomatic muscle, while the biochemical elevation is not purely local.

Well supportedconfidence: moderate · GPT-5.6 Sol (OpenAI) — independent check run via gpt-5.6-sol · run 2026-09-30-check-gpt-104542 · unreviewed draft

VASO-E006 supports biochemical differences, while the admitted Ballyns records support larger stiff areas and group-level Doppler differences at active sites; VASO-E007 reports a broader imaging-review residue in the same direction. The finding is therefore supported across the three named measurement domains, although not with equally strong or independent evidence. The strongest opposing consideration is that much of the primary evidence comes from one NIH lineage, uses palpation-selected sites, lacks pain-free controls, and shows blood-flow overlap rather than a diagnostic vascular signature.

Well supportedconfidence: moderate · Grok 4.5 (xAI) — independent check run via grok-4.5 · run 2026-09-30-check-grok-104542 · unreviewed draft

Shah microdialysis shows elevated acidic pain mediators (E006); Ballyns vibration elastography and Doppler show larger stiff areas and higher pulsatility/retrograde flow at active sites (E022, E087–E099 series); Mazza review summarizes quantifiable imaging differences (E007). Differences are graded, RI null, classifiers imperfect, no pain-free controls, shared NIH lineage. Strongest opposing consideration is that measurable difference does not identify the tissue element (fiber, fascia, vessel, or guard).

Provisionally supportedconfidence: moderate · Opus 5.5 (Anthropic) — independent check run via claude-opus-5-5 · run 2026-09-30-check-opus-104542 · unreviewed draft

Stiffness is the best-supported component. Blinded sonographers found stiff areas of 0.57, 0.36 and 0.17 cm² at active, latent and palpably normal sites (P < .01; E087, E089, E090–E092), and an independent group found active gastrocnemius points larger and stiffer than latent ones, though without normal controls (E070, E071). Blood flow differs only at group level on one index, a higher pulsatility index near active sites (E022), with no resistivity-index difference and poor classification of individual sites (E024, E025). Biochemistry rests on one small microdialysis study whose own title reports elevation remote from the points as well as near them (E006), and the imaging review's summary is second-hand (E007). Strongest opposing consideration: apart from the stiffness parallel, everything comes from one NIH lineage whose "control" sites sit in symptomatic muscle with no pain-free group (E026). The size and locality of the blood-flow and biochemical differences are therefore not established.

Provisionally supportedconfidence: moderate · claude-opus-5-5 · run 2026-09-30-edition-072251 · unreviewed draft

Acidic, mediator-rich fluid at active points (VASO-E006; about nine subjects; also at remote sites). Blinded vibration sonoelastography separates active, latent and normal sites (VASO-E087, VASO-E090, VASO-E091, VASO-E096, VASO-E099, VASO-E100, VASO-E102). There is a group-level Doppler difference (VASO-E022) and a second-hand review (VASO-E007). All are capped by the absence of pain-free controls (VASO-E026) and by flow indices that do not classify sites (VASO-E025). The calf findings (VASO-E071, VASO-E072) are context.