{"id":"W4404382581","doi":"10.1161/circ.150.suppl_1.4145943","title":"Abstract 4145943: Recidivism in the Cardiac Intensive Care Unit: Insights from the Multinational Critical Care Cardiology Trials Network","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intensive care unit; Cardiology; Intensive care medicine; Multinational corporation; Internal medicine; Recidivism; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002507018,0.0001548564,0.0004451981,0.00005329069,0.0005548593,0.00004639491,0.0002094452,0.0003680719,0.0002513131],"category_scores_gemma":[0.02260507,0.00008727279,0.0001780509,0.000305662,0.0001422529,0.0001801851,0.0000592602,0.001294784,0.000242231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681475,"about_ca_system_score_gemma":0.0003450667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008514192,"about_ca_topic_score_gemma":0.0002655062,"domain_scores_codex":[0.9927766,0.005389182,0.0007399083,0.0003589059,0.000418169,0.0003171801],"domain_scores_gemma":[0.9617065,0.03689005,0.0001127087,0.0003909262,0.0008351767,0.00006462027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001212161,0.00002274592,0.586041,0.0007294256,0.000185761,0.00009086659,0.3094887,0.001430296,0.0001722964,0.06422883,0.02186604,0.01562283],"study_design_scores_gemma":[0.0002082442,0.00001153434,0.7596897,0.0003394492,0.0001166923,6.125297e-7,0.1397336,0.0002618625,0.000001394004,0.006371208,0.0931721,0.00009363777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320363,0.02013676,0.0004017191,0.03333063,0.006847648,0.001911699,0.0001473815,0.0001070286,0.005080797],"genre_scores_gemma":[0.991405,0.00007764738,0.0000434101,0.002450349,0.005124874,0.0002355079,0.0006390323,0.00001703237,0.000007120674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1736487,"threshold_uncertainty_score":0.9856279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1932705834037972,"score_gpt":0.484141313619349,"score_spread":0.2908707302155518,"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."}}