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Record W3195925543 · doi:10.29309/tpmj/2021.28.08.6060

Platelet-Rich plasma injections treatment in patients having early osteoarthritis of knee joint.

2021· article· en· W3195925543 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 Professional Medical Journal · 2021
Typearticle
Languageen
FieldMedicine
TopicPeriodontal Regeneration and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineWOMACOsteoarthritisInternal medicinePlatelet-rich plasmaProspective cohort studyArthritisPhysical therapySignificant differenceSurgeryPlateletAlternative medicine

Abstract

fetched live from OpenAlex

Objective: To find out the outcome following intra-articular platelet-rich plasma (PRP) injection in patients having early OA of knee. Study Design: Prospective Study. Setting: Tahira Jamshed Medical Complex, Bahawalpur. Period: January 2019 to February 2020. Material & Methods: A total of 112 cases of both gender, aged 40 to 60 years, Grade I and Grade II OA, having symptoms of OA for a minimum duration of 1 year, were enrolled. All participants were assessed for physical activity and pain linked with arthritis as per “Western Ontario and McMaster University Arthritis Index (WOMAC) score”. Results: Out of a total 98 cases who completed the study, majority 58 (59.2%) were female, 67 (68.4%) had Kellgren-Lawrence Grade-I OA and 81 (82.7%) were experiencing OA symptoms with a duration of less than 2 years. The difference between mean WOMAC score before the treatment (80.38+6.3) and after PRP treatment (42.93+6.9) turned out to be statistically significant (p value < 0.001). After the treatment, cases having duration of symptoms of OA as less than 2 years had significantly less WOMAC score (p value = 0.0418). Conclusion: PRP treatment in patients having early OA seemed to be quite efficacious. The effects of PRP injections were more favorable in cases having clinical symptoms of OA for less than 2 years of duration.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.278
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0010.000

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 head0.020
GPT teacher head0.292
Teacher spread0.272 · 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