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Late radiation morbidity following randomization to preoperative versus postoperative radiotherapy in extremity soft tissue sarcoma
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.
Classifier prediction
metacan-v1-d91a1de5be90Predictions imitate two machine teachers. Scores are not calibrated prevalence probabilities.
- Classifier candidate
- Randomized trialNon-randomized trialNot applicable
- Classifier consensus
- N/A
Teacher imitation scores
Codex
Other design0.155
Randomized trial0.015
Observational0.005
Not applicable0.005
Bench or experimental0.002
Simulation or modelling0.002
Non-randomized trial0.001
Case report0.001
Meta-epidemiology (broad)0.000
Qualitative0.000
Meta-analysis0.000
Theoretical or conceptual0.000
Metaresearch0.000
Research integrity0.000
Scholarly communication0.000
Meta-epidemiology (narrow)0.000
Science and technology studies0.000
Open science0.000
Systematic review0.000
Bibliometrics0.000
Gemma
Not applicable0.303
Randomized trial0.046
Observational0.022
Non-randomized trial0.004
Bench or experimental0.003
Simulation or modelling0.001
Meta-analysis0.001
Case report0.001
Metaresearch0.000
Qualitative0.000
Scholarly communication0.000
Meta-epidemiology (narrow)0.000
Research integrity0.000
Theoretical or conceptual0.000
Meta-epidemiology (broad)0.000
Bibliometrics0.000
Science and technology studies0.000
Open science0.000
Systematic review0.000
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
Opus teacher head0.023
GPT teacher head0.339
- Teacher spread
- 0.316 how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baselineverbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
Retrieved from PubMed through NCBI EFetch. Structured section labels are preserved.