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Record W3166608640 · doi:10.21474/ijar01/12890

FUNCTIONAL OUTCOME OF PLATELET-RICH PLASMA INJECTIONS GIVEN IN OSTEOARTHRITIS KNEE IN TERTIARY CARE CENTER

2021· article· en· W3166608640 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

VenueInternational Journal of Advanced Research · 2021
Typearticle
Languageen
FieldMedicine
TopicPeriodontal Regeneration and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePlatelet-rich plasmaOsteoarthritisWOMACBody mass indexTertiary careDiseaseInternal medicinePlateletSurgeryPathology

Abstract

fetched live from OpenAlex

Introduction: Osteoarthritis(OA) knee cases are increasing day by day and with no established cure of disease only palliative ( analgesics ) therapy is given.Platelet-rich plasma (PRP) injection aim at reducing the pain as well as causing regeneration of articular cartilage partially reversing the disease process. Methods: 49 patients with OA were given PRP injection and followed up for a period of 48 weeks . Western Ontario and McMaster Universities Osteoarthritis Index(WOMAC) wasused to evaluate the results of the study. Results: Patients showed marked improvement in symptoms after the PRP injection but patients having higher body mass index( BMI ) had relatively poorer response totherapy. Conclusion: Our study concluded that PRP injection is an effective modality in the treatment of OA knee whose long term effects are yet to be determined.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.032
Threshold uncertainty score0.328

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
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 head0.041
GPT teacher head0.388
Teacher spread0.347 · 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