{"id":"W2759380537","doi":"10.1016/j.cjca.2017.07.386","title":"ASSOCIATION BETWEEN CLUSTERED EMERGENCY ROOM VISITS AND OUTCOMES FOLLOWING AN ADMISSION FOR ACUTE DECOMPENSATED HEART FAILURE: A POPULATION-BASED STUDY","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; Heart failure; Population; Internal medicine; Comorbidity; Cohort; Emergency medicine; Emergency department; Cohort study","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":[0.001196538,0.0006254522,0.0009647848,0.001298549,0.001118011,0.001650081,0.001220388,0.002120286,0.00210814],"category_scores_gemma":[0.003959144,0.001122455,0.002093269,0.002419035,0.0008575243,0.001695526,0.001257715,0.002496964,0.000319832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008803071,"about_ca_system_score_gemma":0.0007605583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01553431,"about_ca_topic_score_gemma":0.01951749,"domain_scores_codex":[0.9982078,0.0004707808,0.000190939,0.0005830164,0.000242359,0.0003049927],"domain_scores_gemma":[0.9961724,0.0007378821,0.001422635,0.0004687018,0.0003606921,0.0008377127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002616641,0.0001674594,0.9983404,0.00001189387,0.0004778889,0.00009385552,0.00007716738,0.00003448231,0.0001141362,0.0000192468,0.0001045384,0.0002973571],"study_design_scores_gemma":[0.00002743214,0.0001824436,0.9989197,0.000006202453,0.0001163673,0.0001625795,0.000321021,0.0001587527,0.00001161399,0.00002815205,0.00005487185,0.00001078407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989973,0.0001960236,0.00007647694,0.00006231136,0.00001526301,0.00001046009,0.0003687644,0.000003409895,0.0002699384],"genre_scores_gemma":[0.9992474,0.0000932696,0.00006933826,0.00005872048,0.00003035347,0.00001320372,0.0003926519,0.000002707972,0.00009229063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01553431,"threshold_uncertainty_score":0.03088778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792437669976527,"score_gpt":0.3411720260383963,"score_spread":0.313247649338631,"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."}}