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Record W2374089896

[Randomized controlled study on picking therapy for treatment of cervical spondylosis].

2005· article· en· W2374089896 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

VenuePubMed · 2005
Typearticle
Languageen
FieldMedicine
TopicMedical Research and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCervical spondylosisAcupunctureRandomized controlled trialAnesthesiaAdverse effectTherapeutic effectAcupuncture therapyCupping therapyManual therapySurgeryPhysical therapyInternal medicineAlternative medicine
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVE: To use randomized controlled clinical research method to assess therapeutic effect of picking therapy on cervical spondylosis. METHODS: One hundred and fifty-eight cases were randomly divided into a picking therapy group (n=56), a routine acupuncture group (n=55) and a local anesthesia group (n=47). They were treated respectively with picking therapy, routine acupuncture and local anesthesia at Jing bailao (EX HN 15), Dazhui (GV 14), Jianjing (GB 21), etc. Brief McGill Pain Questionaire was used for score, which was combined with clinical symptoms and signs to analyze the therapeutic effect. RESULTS: The cured rate was 57.1% in the picking therapy group, better than 23.6% in the acupuncture group and 14.9% in the local anesthesia group (P < 0.01), and adverse reaction was basically not found in the picking therapy group. CONCLUSION: Picking therapy is a highly effective and safe therapy for cervical spondylosis.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.310
Threshold uncertainty score0.338

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.082
GPT teacher head0.365
Teacher spread0.283 · 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