{"id":"W2082580509","doi":"10.1016/j.jchf.2014.03.006","title":"Physician Continuity Improves Outcomes for Heart Failure Patients Treated and Released From the Emergency Department","year":2014,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alliance for Canadian Health Outcomes Research in Diabetes; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Hazard ratio; Confidence interval; Proportional hazards model; Retrospective cohort study; Emergency medicine; Outpatient clinic; Heart failure; Cohort; Internal medicine; Pediatrics; Psychiatry","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":[0.00156803,0.0001815389,0.0006400662,0.0003840227,0.001265076,0.00172841,0.0006666197,0.0009199707,0.006655022],"category_scores_gemma":[0.01804471,0.0002687105,0.0008139105,0.0005168331,0.0002443048,0.00134393,0.001518082,0.002255165,0.0004081217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117952,"about_ca_system_score_gemma":0.002546479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008527515,"about_ca_topic_score_gemma":0.01142162,"domain_scores_codex":[0.9983603,0.0006283948,0.0001574687,0.0002230386,0.0002378303,0.0003929459],"domain_scores_gemma":[0.9912984,0.001868406,0.002437632,0.0004579386,0.0005989841,0.003338605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006671609,0.004427466,0.8521499,0.0002833694,0.0008707617,0.0004651304,0.001467611,0.0008544601,0.0003620832,0.0004689985,0.01172735,0.1202513],"study_design_scores_gemma":[0.0007965136,0.001947361,0.9908072,0.0002328644,0.0003314845,0.0003047616,0.001748755,0.0008682642,0.0001365423,0.0006010844,0.002201108,0.00002396688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828835,0.003143134,0.0004304303,0.006202374,0.000441127,0.00007642958,0.0005972668,0.00004734415,0.006178441],"genre_scores_gemma":[0.9965071,0.0006206739,0.0005120237,0.0007969459,0.0002731894,0.00002605873,0.0005822123,0.000009679772,0.0006720956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008527515,"threshold_uncertainty_score":0.02226323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009191024087674736,"score_gpt":0.2544174574642145,"score_spread":0.2452264333765398,"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."}}