{"id":"W2088680000","doi":"10.1186/1471-2407-13-193","title":"Fool’s gold, lost treasures, and the randomized clinical trial","year":2013,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Toronto","keywords":"Randomized controlled trial; Medicine; Clinical trial; Population; Intensive care medicine; Clinical endpoint; Gold standard (test); Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01852636,0.0002124268,0.00173923,0.00002531001,0.00006160475,0.0001040276,0.0002790617,0.000231903,0.002587333],"category_scores_gemma":[0.3041438,0.0001091152,0.0005247355,0.0001112167,0.001283569,0.00005165816,0.0001200558,0.0003828949,0.0001634207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003355217,"about_ca_system_score_gemma":0.0001566505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003998322,"about_ca_topic_score_gemma":0.0001631193,"domain_scores_codex":[0.9901034,0.007072323,0.001736926,0.0004032733,0.0003889427,0.0002951048],"domain_scores_gemma":[0.7194446,0.2792667,0.0004572835,0.0005276466,0.0001357356,0.0001680412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.6625333,0.0001982249,0.0001803829,0.00007373525,0.0003369061,0.000001352767,0.00009162644,5.314865e-7,0.00000270307,0.2050831,0.05589796,0.07560024],"study_design_scores_gemma":[0.4585322,0.00005057408,0.0001299591,0.00003395455,0.0002885823,8.731508e-7,0.00001303624,0.0003989813,0.000005052151,0.5392468,0.001199435,0.0001005678],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2843466,0.009848895,0.5030038,0.02283043,0.03297216,0.05627621,0.0004488092,0.0007187204,0.08955439],"genre_scores_gemma":[0.06259459,0.002636099,0.901175,0.002936404,0.01007456,0.004760086,0.000001701963,0.0001467885,0.01567473],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3981713,"threshold_uncertainty_score":0.9983245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6467025600910756,"score_gpt":0.6022433548714857,"score_spread":0.0444592052195899,"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."}}