{"id":"W2025318754","doi":"10.1067/mhj.2001.113837","title":"The Data and Safety Monitoring Committee: Some final thoughts","year":2001,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medicine; Safety monitoring; Medical emergency; 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"],"consensus_categories":[],"category_scores_codex":[0.1557875,0.001614729,0.002163758,0.002924017,0.006354257,0.02396934,0.008599902,0.06038849,0.006283256],"category_scores_gemma":[0.3137797,0.001407458,0.004072005,0.003554098,0.01023612,0.01153783,0.005103483,0.07089037,0.004585851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00871664,"about_ca_system_score_gemma":0.0285223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01478642,"about_ca_topic_score_gemma":0.01815487,"domain_scores_codex":[0.896295,0.03407798,0.01724344,0.007064387,0.03863455,0.006684685],"domain_scores_gemma":[0.6444457,0.1316111,0.01898273,0.01849271,0.1608375,0.02563022],"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":[0.00009550969,0.00007122733,0.001079258,0.0001186148,0.00006967675,0.000179708,0.0003607645,0.000211382,0.0001633524,0.01846149,0.964895,0.01429408],"study_design_scores_gemma":[0.0002871341,0.0001251687,0.002978336,0.002212089,0.0003020003,0.0003066514,0.001691567,0.001243468,0.0009151337,0.05090564,0.9386923,0.0003404028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004084922,0.001465496,0.002646395,0.9668565,0.02606732,0.00006579813,0.0001527799,0.0000886312,0.002248488],"genre_scores_gemma":[0.007407573,0.001331646,0.008355165,0.9464497,0.02951683,0.0002735899,0.0001915788,0.0001406739,0.006333197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8442125,"threshold_uncertainty_score":0.8238931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1719243994256574,"score_gpt":0.427378321948488,"score_spread":0.2554539225228305,"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."}}