{"id":"W2760336183","doi":"10.1016/j.cjca.2017.07.321","title":"MANAGEMENT OF ACUTE DECOMPENSATED HEART FAILURE IN THE CORONARY INTENSIVE CARE UNIT: THE IMPORTANCE OF CO-MANAGEMENT WITH A DEDICATED HEART FAILURE SERVICE","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Cardiogenic shock; Acute decompensated heart failure; Coronary care unit; Heart failure; Ejection fraction; Emergency medicine; Intensive care unit; Cohort; Internal medicine; Cardiology; Intensive care medicine; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002574049,0.000557899,0.0007713101,0.001223402,0.004543286,0.004532944,0.001631564,0.002544634,0.009832297],"category_scores_gemma":[0.01221217,0.0003798188,0.0007372241,0.0007096927,0.001351849,0.00279979,0.004367576,0.00663788,0.001220555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003489491,"about_ca_system_score_gemma":0.0145959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511294,"about_ca_topic_score_gemma":0.04272576,"domain_scores_codex":[0.9958799,0.00148532,0.0003893709,0.0003285421,0.0008092269,0.001107731],"domain_scores_gemma":[0.9746016,0.002635801,0.0019618,0.0002925147,0.002327071,0.01818113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00039096,0.00310132,0.3973901,0.001370103,0.0008553621,0.02835468,0.004079257,0.001641806,0.001888446,0.005381783,0.2069668,0.3485793],"study_design_scores_gemma":[0.0003887949,0.001683842,0.8208265,0.0116445,0.0003592081,0.0310638,0.02187887,0.004806506,0.0003834651,0.009746523,0.09684288,0.0003751484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2801642,0.06120453,0.007182475,0.535888,0.01590912,0.0006937396,0.0002923637,0.0003630309,0.09830252],"genre_scores_gemma":[0.8641934,0.03296857,0.01187212,0.06159481,0.02358393,0.0004515879,0.0003552067,0.0001470706,0.004833306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01511294,"threshold_uncertainty_score":0.03289229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988127446908813,"score_gpt":0.2823293444015549,"score_spread":0.2624480699324668,"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."}}