{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003814928,0.0001663569,0.001434425,0.0001366143,0.00001822897,0.000003308029,0.000263833,0.00004797374,0.00000421293],"category_scores_gemma":[0.00004933392,0.0001132754,0.00036262,0.0004353083,0.0001918407,0.00005236602,0.000106569,0.0002207059,4.475309e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000095173,"about_ca_system_score_gemma":0.00008153202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006363003,"about_ca_topic_score_gemma":0.00001396124,"domain_scores_codex":[0.9985315,0.0002421663,0.0005570019,0.0001412474,0.0003151518,0.0002129076],"domain_scores_gemma":[0.9989192,0.0001761017,0.0003242642,0.0003842733,0.0001196342,0.0000765098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003383403,0.00001561867,0.9649721,0.0001188953,0.003923465,0.0005004757,0.00004511701,0.02710046,0.001369447,0.0002681028,0.0003643096,0.0009836679],"study_design_scores_gemma":[0.003168594,0.0006583903,0.9799174,0.0001419901,0.001223623,0.0007529951,0.003419177,0.0002945105,0.004299868,0.0001592113,0.005593588,0.0003706183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956629,0.001476348,0.0002463191,0.0001062884,0.0005664707,0.0001398931,0.00003961676,0.000007870205,0.001754336],"genre_scores_gemma":[0.9987063,0.0002067862,0.000934976,0.00002197808,0.00006063209,0.000004156936,4.49036e-7,0.00002287622,0.00004188677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02680595,"threshold_uncertainty_score":0.4619235,"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."}}