{"id":"W3007815768","doi":"10.1016/j.jacc.2019.12.026","title":"Readmission and Mortality After Hospitalization for Myocardial Infarction and Heart Failure","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Myocardial infarction; Heart failure; Mortality rate; Emergency medicine; Hospital discharge; Cohort; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001252706,0.0005047264,0.0007523929,0.00121877,0.0007764387,0.001486165,0.0006521745,0.001378895,0.0043023],"category_scores_gemma":[0.008728073,0.0004329101,0.001503093,0.0009002532,0.0003132776,0.001130259,0.0009258545,0.002676878,0.0005387946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006860616,"about_ca_system_score_gemma":0.0008309163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006403781,"about_ca_topic_score_gemma":0.01023196,"domain_scores_codex":[0.998849,0.0003846754,0.0001780505,0.0001182934,0.0002041651,0.0002657388],"domain_scores_gemma":[0.9930288,0.001450289,0.002547364,0.0004582229,0.0006421636,0.001873021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002733755,0.0001203599,0.9971623,0.00002617452,0.0002508446,0.00009624649,0.00005270534,0.00006117029,0.0000409739,0.00003657201,0.0004527882,0.001426538],"study_design_scores_gemma":[0.00001519474,0.00009033317,0.9989175,0.00001665094,0.00006635149,0.0001549195,0.0002016952,0.0003158828,0.00001745195,0.00007526041,0.0001210469,0.000007776975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941756,0.001792947,0.0001309386,0.0006526048,0.0001458143,0.00001178315,0.0009911441,0.00003009174,0.002069132],"genre_scores_gemma":[0.9978516,0.0003124056,0.00007135384,0.0001564941,0.0001761619,0.00001012782,0.000887471,0.000004433683,0.0005299072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006403781,"threshold_uncertainty_score":0.01439261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267292832296495,"score_gpt":0.2717044917630055,"score_spread":0.2590315634400405,"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."}}