{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03366093,0.0004696431,0.001210711,0.00170513,0.0007949935,0.002330747,0.001313967,0.0009287698,0.003178119],"category_scores_gemma":[0.06803401,0.0002526955,0.001379631,0.004556661,0.0005554588,0.001079716,0.002312945,0.001341927,0.0003618989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009489947,"about_ca_system_score_gemma":0.002239715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005518672,"about_ca_topic_score_gemma":0.01182477,"domain_scores_codex":[0.9733583,0.02003899,0.002900978,0.001196707,0.001962704,0.0005423974],"domain_scores_gemma":[0.929534,0.0336179,0.02577499,0.004013335,0.004003568,0.003056255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008227209,0.0003114967,0.9168248,0.00242404,0.007658822,0.0002143204,0.000415131,0.0006924902,0.0001563694,0.0006868978,0.02326515,0.03912334],"study_design_scores_gemma":[0.002404388,0.000902252,0.978199,0.001686861,0.004782381,0.000448112,0.0004106358,0.00146954,0.00008483078,0.000787865,0.008780995,0.00004321062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766774,0.04297606,0.001341477,0.02790708,0.0005371052,0.001337577,0.0384776,0.00005941344,0.01068636],"genre_scores_gemma":[0.9605399,0.006894875,0.004125696,0.004566048,0.001146718,0.002707355,0.01913494,0.00005147172,0.0008329765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03366093,"threshold_uncertainty_score":0.1780182,"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."}}