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Prospective case series of litigants and non-litigants with chronic spinal pain treated with dextrose prolotherapy

2011· article· en· W2071200824 on OpenAlexaff
R. Allen Hooper, Michael Yelland, Pat Fonstad, Danielle A. Southern

Bibliographic record

VenueInternational Musculoskeletal Medicine · 2011
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsProlotherapyMedicinePhysical therapyLumbarLow back painBack painSpinal manipulationSurgeryAlternative medicine

Abstract

fetched live from OpenAlex

ObjectivesTo compare outcomes for litigants and non-litigants with chronic spinal pain treated with dextrose prolotherapy.MethodsOne hundred and forty-seven consecutive patients with chronic spinal pain were classified as litigants if they had retained a lawyer for an unresolved claim at the start of treatment, or as non-litigants if they had previously settled claims or sustained non-compensable injuries. Patients were treated with a solution of 20% dextrose and 0.75% lidocaine. One-half milliliter of proliferant was injected into facet capsules of the cervical, thoracic, or lumbar spine. The iliolumbar and dorsal sacroiliac ligaments were also injected for a total of 10 cc in low back pain patients. The Neck Disability Index, Patient Specific Functional Scale, and Roland–Morris Disability Questionnaire scales were administered before treatment and approximately 1 year after treatment. At the 1-year follow-up, patients were also asked to rate their change in symptoms, function, ability to work, willingness to repeat treatment, and need for ongoing medications or other treatment.ResultsBoth litigants (71) and non-litigants (76) showed significant improvement from baseline on all disability scales (P < 0.001). There were no differences in the percentage of litigants/non-litigants reporting improvement on impression of change scales for symptoms (91/92%), function (90/90%), improved ability to work (76/75%), willingness to repeat treatment (91/93%), ability to decrease medication (82/81%), and decreased need for other treatment (80/84%).DiscussionLitigants and non-litigants with chronic spinal pain treated with prolotherapy showed statistically and clinically significant improvements in measures of disability, and impression of change scales. Litigation need not be an exclusion factor for future spine prolotherapy studies.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.012
GPT teacher head0.275
Teacher spread0.263 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations15
Published2011
Admission routes1
Has abstractyes

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