{"id":"W2027499211","doi":"10.1089/jwh.2012.4107","title":"Gender and Other Disparities in Referral to Specialized Heart Failure Clinics Following Emergency Department Visits","year":2013,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Cégep de Lévis; Hôpital du Sacré-Cœur de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Bausch Health (Canada); McGill University Health Centre; Université de Montréal; Institut National de Santé Publique du Québec","funders":"Canadian Institutes of Health Research; Heart Failure Society of America","keywords":"Medicine; Referral; Emergency department; Confidence interval; Odds ratio; Cohort; Heart failure; Prospective cohort study; Logistic regression; Emergency medicine; Pediatrics; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001009595,0.0001400639,0.0002317147,0.000627764,0.0005759792,0.0004833369,0.000365062,0.0004701893,0.003164702],"category_scores_gemma":[0.004039347,0.000119024,0.0003310018,0.0007319535,0.0003974858,0.0003701081,0.0004649885,0.0003717995,0.0001506204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112533,"about_ca_system_score_gemma":0.001203349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1010727,"about_ca_topic_score_gemma":0.1779064,"domain_scores_codex":[0.9991257,0.0002196386,0.00006622585,0.0001472969,0.0001355372,0.0003056006],"domain_scores_gemma":[0.9981049,0.0004745059,0.0007527579,0.00006694162,0.000188932,0.0004118904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005095232,0.0000270071,0.9976514,0.000009740199,0.00001905003,0.00007577767,0.0003227517,0.00002603139,0.00009546901,0.00005884576,0.0002138102,0.001449159],"study_design_scores_gemma":[0.000002883022,0.00002447378,0.9989378,0.00001951468,0.000006313304,0.00009914058,0.0006424699,0.00008244997,0.00001678484,0.00003855091,0.0001268426,0.000002910373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980895,0.0004069872,0.00005558669,0.0003124335,0.00001311017,0.000008575359,0.0002644014,0.000002047007,0.0008473514],"genre_scores_gemma":[0.9996381,0.00008774183,0.00002432713,0.00007305149,0.00000669284,0.000003192401,0.00008609203,9.479529e-7,0.00007982115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1010727,"threshold_uncertainty_score":0.2009687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04098828888506583,"score_gpt":0.3543073523969357,"score_spread":0.3133190635118698,"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."}}