{"id":"W1988340490","doi":"10.1001/jama.2013.280383","title":"Data and Safety Monitoring Boards","year":2013,"lang":"en","type":"article","venue":"JAMA","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Safety monitoring; Bioinformatics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.07514266,0.002110289,0.003956292,0.008142628,0.003123859,0.01143561,0.004725554,0.01090316,0.4368354],"category_scores_gemma":[0.2665622,0.001782997,0.002171371,0.01255939,0.003092831,0.007161626,0.003099989,0.0101251,0.3599715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00558891,"about_ca_system_score_gemma":0.02424281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002859615,"about_ca_topic_score_gemma":0.002029689,"domain_scores_codex":[0.9183968,0.02547663,0.02028802,0.009497862,0.02223539,0.004105327],"domain_scores_gemma":[0.5246404,0.1142171,0.04519503,0.09180626,0.2068399,0.01730123],"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":[0.0003101379,0.0000820991,0.001171329,0.000643044,0.00003191384,0.00006726946,0.0001397977,0.0001236929,0.0001902183,0.005908289,0.9366316,0.05470061],"study_design_scores_gemma":[0.0003480532,0.0001293934,0.002718691,0.001653022,0.00003249113,0.0001477335,0.0001785922,0.0009447208,0.0006771179,0.00524931,0.9878785,0.00004226705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003573122,0.003314126,0.04421543,0.0541774,0.02605763,0.02610249,0.2779113,0.02224744,0.5424011],"genre_scores_gemma":[0.06294322,0.006097816,0.06387496,0.04587899,0.008807352,0.06686735,0.2306063,0.006951589,0.5079724],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9248573,"threshold_uncertainty_score":0.803286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09229152086877787,"score_gpt":0.2951805530660216,"score_spread":0.2028890321972437,"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."}}