{"id":"W4229051592","doi":"10.1016/j.jchf.2022.02.008","title":"Acute Decompensated Heart Failure in the Setting of Acute Coronary Syndrome","year":2022,"lang":"en","type":"review","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Acute coronary syndrome; Heart failure; Intensive care medicine; Guideline; Acute decompensated heart failure; Population; Internal medicine; Cardiology; Diabetes mellitus; Epidemiology; Management of heart failure; Disease; Kidney disease; 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":[0.0006697844,0.0007177674,0.002347051,0.00182959,0.0002679226,0.001155462,0.0008687116,0.00115923,0.00304956],"category_scores_gemma":[0.001760737,0.0002569151,0.0007864045,0.001877387,0.0003862114,0.000950744,0.000646324,0.002067293,0.0009273103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000550215,"about_ca_system_score_gemma":0.001376927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945813,"about_ca_topic_score_gemma":0.005199774,"domain_scores_codex":[0.9997312,0.00006033748,0.00005718596,0.00003797664,0.00009115303,0.00002200434],"domain_scores_gemma":[0.9991357,0.0005131382,0.0001656654,0.000009950006,0.000120681,0.00005495777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001156645,0.0000716638,0.0003458204,0.04560598,0.0003405472,0.0001842,0.00004297141,0.0001903606,0.0002575778,0.001415252,0.03636255,0.9150676],"study_design_scores_gemma":[0.0002627972,0.0003109134,0.007206002,0.0820486,0.00185897,0.003488944,0.0001988389,0.0003084927,0.0002032353,0.003465988,0.9005597,0.00008758473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003459225,0.9994293,0.00002322697,0.0001596987,0.0001208455,0.000002504311,0.000007198092,0.000001712162,0.0002208795],"genre_scores_gemma":[0.0003510827,0.9991184,0.00005924798,0.0001777422,0.0002012838,0.000003453451,0.00001237175,4.159728e-7,0.0000760068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00304956,"threshold_uncertainty_score":0.01020175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185367962745082,"score_gpt":0.3270365587362781,"score_spread":0.2951828791088272,"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."}}