{"id":"W3199324847","doi":"10.1016/j.jacc.2021.07.044","title":"Management and Outcomes of Cardiogenic Shock in Cardiac ICUs With Versus Without Shock Teams","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":211,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiogenic shock; Shock (circulatory); Cardiology; Propensity score matching; Odds ratio; Internal medicine; Intensive care unit; Emergency medicine; Intensive care medicine; Myocardial infarction","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":[0.0006708116,0.0002968563,0.0005865991,0.0007894536,0.0008207889,0.001625884,0.0006078673,0.0009524508,0.003052488],"category_scores_gemma":[0.005764694,0.0001937101,0.0009299341,0.0008084363,0.0005101755,0.001361303,0.001323085,0.001183156,0.0003041884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332229,"about_ca_system_score_gemma":0.0008584101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003702153,"about_ca_topic_score_gemma":0.00495316,"domain_scores_codex":[0.9989812,0.0002160084,0.0001186804,0.0001779864,0.0001128876,0.0003931434],"domain_scores_gemma":[0.9975381,0.0003803343,0.001097423,0.00006469954,0.0002115856,0.000707831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002096183,0.0004047195,0.9902749,0.00005321253,0.0002614277,0.0002870156,0.000319603,0.000214082,0.0002026136,0.000164396,0.0007907071,0.004931089],"study_design_scores_gemma":[0.0001191497,0.000989434,0.9951366,0.00006587499,0.0001214308,0.0003564743,0.002070075,0.0004498332,0.00004304519,0.0003046851,0.0003197997,0.00002356269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979966,0.0006468815,0.00003873501,0.0002482596,0.0000452584,0.000014063,0.00024132,0.000002255812,0.0007665866],"genre_scores_gemma":[0.9991332,0.0001919229,0.00002229409,0.0001025877,0.00006672253,0.00001338392,0.0003652096,0.000001376273,0.0001033509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003702153,"threshold_uncertainty_score":0.01021165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007884048274376446,"score_gpt":0.2276094352372433,"score_spread":0.2197253869628668,"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."}}