{"id":"W4402758675","doi":"10.32388/rqtqgq","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":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Medical physics; Randomized controlled trial; Clinical Oncology; Oncology; Internal medicine; Cancer","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":[0.1926419,0.002338058,0.009323939,0.0128743,0.002951894,0.01241933,0.008918419,0.01323269,0.05311453],"category_scores_gemma":[0.5870154,0.002273728,0.004587767,0.0109247,0.005345773,0.008811442,0.005110162,0.01217354,0.03177492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01022917,"about_ca_system_score_gemma":0.04267224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005679187,"about_ca_topic_score_gemma":0.01663118,"domain_scores_codex":[0.8324437,0.09637695,0.02388929,0.003639782,0.04108249,0.002567874],"domain_scores_gemma":[0.243859,0.4042563,0.04027465,0.01755711,0.2830909,0.01096199],"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":[0.0001046256,0.00001677628,0.00004493818,0.006960647,0.0001183572,0.00001857623,0.00003638029,0.00002988465,0.00003522777,0.0008283073,0.9584693,0.033337],"study_design_scores_gemma":[0.0008317197,0.0000921452,0.002100803,0.05440497,0.0008557236,0.0001448259,0.00007369078,0.0002314984,0.0002131956,0.006821465,0.9341554,0.00007450477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002639678,0.1478057,0.004385962,0.5888155,0.2278734,0.003243248,0.005594627,0.0006574893,0.02136009],"genre_scores_gemma":[0.006574067,0.2233157,0.01983842,0.4816149,0.213811,0.005638944,0.006890801,0.001644903,0.04067129],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8073581,"threshold_uncertainty_score":0.9956163,"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."}}