{"id":"W3104503116","doi":"10.1136/bmjsit-2020-000047","title":"Impact of early surveillance on safety signal identification in the CathPCI DELTA study","year":2020,"lang":"en","type":"article","venue":"BMJ Surgery Interventions & Health Technologies","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Food and Drug Administration; Hamilton Health Sciences Foundation; William M. Wood Foundation; U.S. Department of Veterans Affairs","keywords":"Medicine; Vascular closure device; Retrospective cohort study; Emergency medicine; Prospective cohort study; Percutaneous coronary intervention; Psychological intervention; Relative risk; Propensity score matching; Percutaneous; Surgery; Medical emergency; Internal medicine; Confidence interval; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810103,0.0001886782,0.0005869814,0.0004608775,0.0001251044,0.00002923995,0.0003042471,0.00009519826,0.00009121557],"category_scores_gemma":[0.002128326,0.0001363731,0.000769189,0.00111121,0.0001239292,0.000088601,0.00009233297,0.0004007788,0.00003094173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831589,"about_ca_system_score_gemma":0.0002424886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003903,"about_ca_topic_score_gemma":0.0004254421,"domain_scores_codex":[0.9971263,0.0003481532,0.00153888,0.0003365696,0.0003419243,0.0003081182],"domain_scores_gemma":[0.9976501,0.000908963,0.0005605227,0.0006549903,0.0001765293,0.00004892779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004486013,0.003012983,0.9105796,0.0003807359,0.0001099326,0.00005284054,0.0006536787,0.00004791511,0.00001808047,0.0002639407,0.00534321,0.07908844],"study_design_scores_gemma":[0.0005032825,0.004019571,0.9900163,0.0007600942,0.00002554791,0.00002290979,0.004109253,0.0000886756,0.00003665011,0.0001107026,0.0001992855,0.0001076719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774899,0.001077035,0.001052818,0.01786895,0.0001078064,0.001914975,0.0001736312,0.0002543885,0.00006050894],"genre_scores_gemma":[0.9992145,0.0001977036,0.00005472807,0.0001337145,0.00002006517,0.0002513863,0.00008832778,0.0000158686,0.00002370121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07943672,"threshold_uncertainty_score":0.5561135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194809931131739,"score_gpt":0.4298429086582799,"score_spread":0.3103619155451061,"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."}}