{"id":"W2160453870","doi":"10.1161/circheartfailure.113.000415","title":"Do Outcomes for Patients With Heart Failure Vary by Emergency Department Volume?","year":2013,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health","funders":"Canadian Institutes of Health Research; Government of Alberta; Centre International de Recherche sur le Cancer","keywords":"Medicine; Emergency department; Confidence interval; Odds ratio; Heart failure; Retrospective cohort study; Internal medicine; Cohort; Pediatrics","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":[0.002063682,0.0002839286,0.0004999011,0.001122845,0.0003880143,0.001133731,0.0006951801,0.0007645634,0.002073963],"category_scores_gemma":[0.01407506,0.0002224301,0.0009874951,0.00148895,0.000476135,0.001324107,0.0008696143,0.0009834695,0.0003600458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005093536,"about_ca_system_score_gemma":0.000450558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578342,"about_ca_topic_score_gemma":0.004246815,"domain_scores_codex":[0.9981167,0.0005238652,0.0002609566,0.0004423997,0.000336698,0.0003193217],"domain_scores_gemma":[0.9904824,0.001942117,0.005376089,0.0004165005,0.0007088784,0.001073932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003632779,0.000009800768,0.9989132,0.00000690519,0.00005884662,0.00001793769,0.00002526004,0.00002438626,0.00001064049,0.00001588616,0.0001478188,0.0007330911],"study_design_scores_gemma":[0.000004948757,0.00003320799,0.9993569,0.00001344455,0.00002503054,0.0001172186,0.0001408566,0.0001184646,0.00001188915,0.00007082507,0.000103699,0.000003605311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939744,0.001791089,0.0002086124,0.001271446,0.00006147513,0.00001553872,0.001223613,0.0000108699,0.001442987],"genre_scores_gemma":[0.9988727,0.0001982736,0.00005210602,0.000118437,0.0000657352,0.000006544706,0.0006326907,0.00000255826,0.00005095294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002578342,"threshold_uncertainty_score":0.01091391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044126325555508,"score_gpt":0.2502661639375715,"score_spread":0.2398249006820164,"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."}}