{"id":"W2922103361","doi":"10.1161/circoutcomes.119.005618","title":"Epidemiology of Shock in Contemporary Cardiac Intensive Care Units","year":2019,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":415,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University of Alberta","funders":"National Heart, Lung, and Blood Institute; NIH Clinical Center; National Institutes of Health","keywords":"Cardiogenic shock; Medicine; Interquartile range; Myocardial infarction; Cardiology; Shock (circulatory); Internal medicine; Intensive care; Intensive care medicine","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":[0.001504672,0.0001972386,0.001306027,0.0001417185,0.00002077944,0.000003597763,0.000104853,0.0002110273,0.00001954297],"category_scores_gemma":[0.0006285606,0.0001950299,0.0004912891,0.0002677064,0.00005011222,0.0001617015,0.00004067058,0.0001915878,0.00001831105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006535327,"about_ca_system_score_gemma":0.00003906124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001419565,"about_ca_topic_score_gemma":0.000007434746,"domain_scores_codex":[0.9979128,0.0005588197,0.0007589938,0.0003165231,0.0002373133,0.0002155125],"domain_scores_gemma":[0.9984083,0.0005005854,0.00008647852,0.0005873635,0.0003307198,0.00008654832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000400614,0.000001825915,0.9793848,0.0005326426,0.000564525,0.00000252856,0.0008466365,0.01557176,0.0000480721,0.002114745,0.000006447567,0.0009220474],"study_design_scores_gemma":[0.0005468059,0.000008047012,0.993118,0.00004478875,0.00005727588,0.00000200413,0.003610264,0.001153645,0.0001153577,0.0003546865,0.0007596209,0.0002294465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966373,0.03078429,0.001019985,0.00003367174,0.0004944708,0.0004597772,0.00003152128,0.00008766842,0.0007155644],"genre_scores_gemma":[0.999585,0.00003850128,0.00004316662,0.0001957523,0.00002389419,0.00001384344,0.00007060773,0.00002376998,0.000005512662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0332119,"threshold_uncertainty_score":0.7953089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096194356078895,"score_gpt":0.3124198411370759,"score_spread":0.2028004055291864,"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."}}