{"id":"W4210980587","doi":"10.5489/cuaj.650","title":"The decline and fall of RCTs","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7115045,0.003145897,0.01306833,0.02473984,0.005179069,0.03153297,0.01715018,0.02608315,0.03711491],"category_scores_gemma":[0.8793636,0.005510157,0.009732679,0.02037097,0.0333544,0.06307553,0.02196688,0.04280913,0.01162206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03862621,"about_ca_system_score_gemma":0.05483389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01296514,"about_ca_topic_score_gemma":0.01066912,"domain_scores_codex":[0.2863039,0.4149701,0.1075531,0.0473885,0.1378673,0.005917074],"domain_scores_gemma":[0.02958536,0.8429219,0.02718227,0.03546833,0.05875644,0.006085743],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001208075,0.000205267,0.005133622,0.03145036,0.001995968,0.0001569802,0.002552874,0.000938302,0.0001550747,0.1501277,0.476766,0.3293099],"study_design_scores_gemma":[0.001055026,0.000378287,0.004275491,0.072736,0.0006939394,0.0005469238,0.001816418,0.001492504,0.0002532004,0.1771523,0.739316,0.0002838476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006627251,0.1704728,0.01377688,0.7838702,0.02206678,0.000522658,0.002076101,0.0004901819,0.006061629],"genre_scores_gemma":[0.02758396,0.1017544,0.05033202,0.7585212,0.04937322,0.003751093,0.003038322,0.001784714,0.003861087],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2884955,"threshold_uncertainty_score":0.3557664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151673504723874,"score_gpt":0.3377509379028795,"score_spread":0.1860774331790055,"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."}}