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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-d91a1de5be90

Predictions 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-baseline verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

This study compared late radiation morbidity in patients with extremity soft tissue sarcoma randomized to treatment by pre- (50 Gy) or postoperative (66 Gy) radiotherapy in combination with surgery. The morbidities evaluated included fibrosis, joint stiffness and edema at 2 years following treatment. The impact of morbidity on patient function as measured by the Musculoskeletal Tumor Rating Scale (MSTS) and the Toronto Extremity Salvage Score (TESS) was also evaluated.

129 patients were evaluated…

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