{"id":"W4402855735","doi":"10.32388/zulof3","title":"Review of: \"On the Need for Better Information from Randomized Clinical Trials in Oncology\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Randomized controlled trial; Medicine; Oncology; Medical physics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2062593,0.002222039,0.008869854,0.01091524,0.003223391,0.01278333,0.01028735,0.01499982,0.08202012],"category_scores_gemma":[0.6040928,0.002431737,0.004863943,0.008760693,0.005389729,0.008120298,0.005347193,0.01372426,0.0412905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009931878,"about_ca_system_score_gemma":0.05023163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005901068,"about_ca_topic_score_gemma":0.01463822,"domain_scores_codex":[0.814316,0.1140249,0.02422455,0.00417615,0.04035692,0.002901507],"domain_scores_gemma":[0.2578466,0.3616043,0.04185399,0.02088443,0.3045228,0.01328797],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000896116,0.00001148311,0.00004014354,0.004194587,0.0000914165,0.0000161735,0.00002767085,0.00002292431,0.00002573205,0.0009362246,0.9711028,0.02344128],"study_design_scores_gemma":[0.0008413385,0.0000754776,0.001375322,0.03586293,0.0006641665,0.0001647504,0.0000749504,0.0002473576,0.0001689984,0.006668786,0.9537872,0.0000687977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001873565,0.07819784,0.003706271,0.6149171,0.2792209,0.002278098,0.004910187,0.0005016394,0.0160806],"genre_scores_gemma":[0.007217555,0.1329223,0.02055728,0.5147778,0.2570421,0.005112337,0.007858539,0.001859392,0.0526526],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7937407,"threshold_uncertainty_score":0.9788235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7372317881866152,"score_gpt":0.6015543258549078,"score_spread":0.1356774623317074,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}