{"id":"W1986126270","doi":"10.5041/rmmj.10082","title":"Randomized Trials Built on Sand: Examples from COPD, Hormone Therapy, and Cancer","year":2012,"lang":"en","type":"article","venue":"Rambam Maimonides Medical Journal","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Observational study; Randomized controlled trial; Medicine; Intensive care medicine; COPD; Disease; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004779579,0.0002497098,0.001638326,0.00008832104,0.0002570132,0.000060262,0.0001059745,0.0001963437,0.003291266],"category_scores_gemma":[0.004130866,0.0001427761,0.0003949435,0.00008561384,0.0003496137,0.0000988303,0.00005441692,0.0006282176,0.0000240903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007907633,"about_ca_system_score_gemma":0.0001409592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004387099,"about_ca_topic_score_gemma":0.000009625805,"domain_scores_codex":[0.9966769,0.000613978,0.000869451,0.0001981516,0.001161071,0.0004804301],"domain_scores_gemma":[0.9947408,0.003667012,0.0002997339,0.0001354326,0.0001119137,0.001045037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2920315,0.001689926,0.0250374,0.00005246613,0.003620986,0.0002938185,0.000665839,9.70353e-7,0.003463011,0.001356818,0.2743751,0.3974122],"study_design_scores_gemma":[0.5506154,0.0007347391,0.190212,0.00129184,0.001089828,0.0007339619,0.000610145,0.00007081201,0.001001494,0.007863526,0.2452342,0.0005421527],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034284,0.1786891,0.0003274424,0.01510222,0.0008536096,0.000531319,0.00004264837,0.00003519976,0.0009901623],"genre_scores_gemma":[0.807231,0.1807696,0.001066852,0.004896091,0.005826841,0.00006784747,0.0000181483,0.00002760232,0.00009601921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.39687,"threshold_uncertainty_score":0.9976199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115708013542039,"score_gpt":0.3727348598022969,"score_spread":0.261164058448093,"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."}}