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Record W3116447295

Uji Inter-Rater Reliability Western Ontario and Mcmaster University (WOMAC) Osteoarthritis Index pada Pasien Osteoarthritis Knee

2020· article· en· W3116447295 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

Venuenot available
Typearticle
Languageen
FieldComputer Science
TopicData Mining and Machine Learning Applications
Canadian institutionsnot available
Fundersnot available
KeywordsWOMACOsteoarthritisMedicineReliability (semiconductor)Physical therapyAlternative medicinePhysics
DOInot available

Abstract

fetched live from OpenAlex

Penderita Osteoarthritis (OA) Knee tercatat sebanyak 5% dari total seluruh penderita OA knee di dunia sehingga diperlukan alat ukur yang relevan dan reliable untuk mengukur activities daily living (ADL) dan body function pada penderita OA. Selain menguji apakah alat ukur tersebut valid dan reliabel, diperlukan uji inter-rater reliability dari Indeks The Western Ontario and McMaster University Osteoarthritis Index (WOMAC) untuk digunakan di Indonesia. Penelitian ini adalah psychometric study dengan pendekatan cross-sectional untuk menguji inter-rater reliability pada instrumen pengukuran WOMAC yang diujikan kepada fresh graduated fisioterapi dengan seorang pasien osteoarthritis dihari yang sama. Analisis item-per-item dilakukan kepada rater sebelum dilakukannya pemeriksaan kepada pasien. Reliabilitas inter-rater diukur menggunakan fleiss kappa (κ). Indek WOMAC yang terdiri dari 5 pertanyaan yang menanyakan keluhan nyeri, 2 pertanyaan tentang kekakuan dan 17 pertanyaan tentang kesulitan dalam melakukan aktifitas keseharian. Hasil uji statistic mengungkapkan bahwa uji inter-rater reliability untuk WOMAC adalah fair agreement, yang berarti klasifikasi kesepakatan antar rater dikatakan belum cukup adekuat untuk digunakan pada fresh graduated fisioterapi.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.870
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 communication0.0000.001
Open science0.0010.001
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 head0.011
GPT teacher head0.204
Teacher spread0.193 · 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