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Record W1758468260 · doi:10.2174/1874205x01105010046

Spinal Manipulation is Not an Emerging Risk Factor for Stroke Nor is it Major Head/Neck Trauma. Don't Just Read the Abstract!

2011· letter· en· W1758468260 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Open Neurology Journal · 2011
Typeletter
Languageen
FieldMedicine
TopicSpinal Fractures and Fixation Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsChiropracticMedicineStroke (engine)Spinal manipulationVertebral artery dissectionPopulationCervical ArteryManual therapyDissection (medical)Physical therapySurgeryAlternative medicinePathology

Abstract

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Dear Editor, We read with interest the article by Micheli et al. [1] describing the emerging risk factors for cervical artery dissection. In their abstract, the authors’ state, “Other known risks factors for CAD are major head/neck trauma like chiropractic maneuver, coughing or hyperextension injury associated to car.” We would like to address two points in this letter: 1) the current best-evidence indicates no causal relationship between spinal manipulation (‘chiropractic maneuver’ in the paper) and vertebrobasilar artery (VBA) stroke, and 2) spinal manipulation or ‘chiropractic maneuvers’ are not major head/neck trauma as suggested in abstract of this article. First, evidence is mounting that the association between spinal manipulation and stroke is coincidental rather than causal and reflects the natural history of the disorder [2]. The largest population-based study to date was conducted by Cassidy et al. [3] and included all vertebrobasilar artery (VBA) strokes in Ontario, Canada over a period of 9 years. The authors found no evidence of excess risk (i.e. no risk) of VBA stroke associated with chiropractic care [3]. Interestingly there was an association between stroke and visits to both chiropractic and medical physicians but the association was the same for each type of provider [3]. The prevailing hypothesis is that patients with vertebral artery dissections often have initial symptoms that cause them to seek care from a chiropractic or medical physician and the stroke is independent of their visit [2-4]. This population-based study (Cassidy et al., 2008) provides higher quality evidence than previous case reports, case series, and physician surveys frequently referenced when discussing spinal manipulation in this context [2]. If anything, the latest scientific evidence questions whether spinal manipulation is a risk factor at all for cervical artery dissection. In contrast to the title of the Micheli et al. (2010) paper, chiropractic spinal manipulations may very well be a demerging risk factor for stroke since there may not be any risk. Secondly, spinal manipulation or ‘chiropractic maneuver’ (assumed to be cervical spine manipulation) is not major head/neck trauma as inferred in the abstract. The body of the Micheli et al. paper [1] even mentions that spinal manipulations are not considered major trauma, so the abstract is clearly inconsistent with the findings and should be corrected. The evidence, albeit limited to date, suggests that spinal manipulative treatments produce stretches of the vertebral artery that are much smaller than those that are produced during normal everyday movements, and thus they appear harmless [5]. Major trauma is usually associated with high-energy mechanisms of injury and results in serious visceral injury or spinal motion unit injury such as fracture or dislocation [6]. High-energy mechanisms of cervical spine injury have been described as those involving a high-speed motor vehicle crash (greater than 50 km/h), pedestrian being struck by car or a fall from greater than 3 m [7]. Clearly, spinal manipulations delivered by licensed chiropractors do not fulfill the criteria for major trauma and should not be considered major trauma. In addition, contrary to what was stated in the Micheli et al. [1] paper, it is also equally unlikely that most episodes of coughing fulfill the criteria for major trauma.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.111
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0010.006
Insufficient payload (model declined to judge)0.0070.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.168
GPT teacher head0.398
Teacher spread0.230 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it