{"id":"W4402777436","doi":"10.32388/mdhip7","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":"University of British Columbia","funders":"","keywords":"Randomized controlled trial; Oncology; Medical physics; Medicine; Clinical trial; 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":[0.2552266,0.002348195,0.01100803,0.01131851,0.003599669,0.01538627,0.01159095,0.01822246,0.09290455],"category_scores_gemma":[0.6913135,0.002979735,0.006045622,0.009227745,0.006689016,0.01026773,0.006850688,0.01679861,0.04696903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01145775,"about_ca_system_score_gemma":0.05702082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005327981,"about_ca_topic_score_gemma":0.01252816,"domain_scores_codex":[0.7396499,0.1676172,0.03338557,0.00552946,0.05029138,0.003526547],"domain_scores_gemma":[0.1807013,0.4259679,0.04314817,0.02587179,0.3104119,0.01389888],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001153902,0.00001354719,0.00004690269,0.006004487,0.0001304532,0.00001961874,0.00003832974,0.00003044183,0.00003148393,0.001430695,0.9656208,0.02651798],"study_design_scores_gemma":[0.001060961,0.00009008463,0.001414253,0.05438807,0.0007883287,0.0001706437,0.00008208692,0.0002686372,0.0001837434,0.01028659,0.9311805,0.00008627785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001878252,0.07289603,0.004584217,0.6545109,0.2415088,0.002881453,0.005585443,0.0005972891,0.01724805],"genre_scores_gemma":[0.006826825,0.1220464,0.02682175,0.5561885,0.2267392,0.006874045,0.008489778,0.00227494,0.04373869],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7447734,"threshold_uncertainty_score":0.9184382,"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."}}