{"id":"W2063791455","doi":"10.1056/nejmsb033476","title":"Data Safety and Monitoring Boards","year":2004,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Data monitoring committee; Clinical trial; Institutional review board; Safety monitoring; On board; Public relations; Medical emergency; Surgery; Pathology; Bioinformatics; Engineering","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","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4092511,0.002781265,0.007823325,0.009154442,0.007401458,0.02475037,0.007950257,0.03455035,0.05737992],"category_scores_gemma":[0.6887411,0.003903316,0.004483348,0.01163341,0.01102153,0.0149765,0.00766376,0.03830147,0.0602211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01089208,"about_ca_system_score_gemma":0.07943895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002323167,"about_ca_topic_score_gemma":0.001616868,"domain_scores_codex":[0.5115752,0.259517,0.09550709,0.03403776,0.08507042,0.01429262],"domain_scores_gemma":[0.166681,0.2621137,0.07793726,0.1245862,0.3256048,0.04307701],"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":[0.001229782,0.0003351873,0.00356696,0.002279867,0.0002967885,0.0006285135,0.002888073,0.0005517274,0.001810028,0.05926729,0.7717218,0.1554241],"study_design_scores_gemma":[0.0008806094,0.0002883314,0.002428747,0.002627664,0.0001521338,0.0004688001,0.0006157359,0.00201103,0.001843739,0.01889089,0.9696554,0.0001369554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007949562,0.008833908,0.2450117,0.3115846,0.1064808,0.07726297,0.008394025,0.008554943,0.2259275],"genre_scores_gemma":[0.111464,0.01037725,0.2120972,0.2159308,0.04815865,0.1102181,0.0150998,0.005858539,0.2707957],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9654496,"threshold_uncertainty_score":0.7284986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4684138923889489,"score_gpt":0.5664905981517444,"score_spread":0.09807670576279548,"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."}}