Ergebnismessung in der Hüft- und Knieendoprothetik – Empfehlung der Deutschen Gesellschaft für Endoprothetik (AE)
Bibliographic record
Abstract
Abkürzungsverzeichnis AE: Adverse Event COS: Core Outcome Set EPRD: Endoprothesenregister Deutschland EPZ: Zertifiziertes EndoProthetikZentrum EQ-5D: EuroQoL (European Quality of Life) – 5 Dimensions GCP: Good clinical Practice HOOS: Hip Disability and Osteoarthritis Outcome Score ICHOM: International Consortium for Health Outcomes Measurement IQTIG: Institut für Qualitätssicherung und Transparenz im Gesundheitswesen KOOS: Knee Injury and Osteoarthritis Outcome Score OHS: Oxford Hip Score OKS: Oxford Knee Score OMERACT: Outcome Measures in Rheumatology OP: Operation PROM: Patient-reported Outcome Measures SAE: Serious adverse Event SF-12: Short Form 12 Health Survey SF-36: Short Form 36 Health Survey VAS: visuelle Analogskala WOMAC: Western Ontario and McMasters Universities Osteoarthritis Index
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 0.006 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".