{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019574,0.0002445031,0.0003788533,0.002316243,0.0006243596,0.001378043,0.0007517232,0.0005929512,0.003280912],"category_scores_gemma":[0.006934552,0.0002013946,0.0003773973,0.003202227,0.0008672882,0.001019066,0.001747585,0.001065644,0.000214872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250502,"about_ca_system_score_gemma":0.0008357052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003525758,"about_ca_topic_score_gemma":0.002216964,"domain_scores_codex":[0.9973004,0.0005315377,0.0004833511,0.0007093739,0.0005880445,0.0003872186],"domain_scores_gemma":[0.9890193,0.001332277,0.006866247,0.0002044476,0.0009591329,0.001618579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004026381,0.00002222858,0.9962141,0.00003919039,0.00004051452,0.00009218024,0.0001029576,0.00009629162,0.0000498883,0.0001839323,0.0006642586,0.00245429],"study_design_scores_gemma":[0.000006700545,0.00005855798,0.9977279,0.000062652,0.000009338893,0.0006852233,0.0005306647,0.0002448442,0.00002260837,0.0001803371,0.0004622248,0.000008862129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854487,0.008015759,0.0007009452,0.001454423,0.0000784693,0.00005730943,0.001381609,0.00003606902,0.002826672],"genre_scores_gemma":[0.9969876,0.001328236,0.0002228924,0.0002601215,0.0001743732,0.00003849613,0.0009204671,0.000005467311,0.00006240803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003525758,"threshold_uncertainty_score":0.01097572,"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."}}