{"id":"W2475550998","doi":"10.1161/jaha.116.003232","title":"Care Setting Intensity and Outcomes After Emergency Department Presentation Among Patients With Acute Heart Failure","year":2016,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Sunnybrook Health Science Centre; Institute for Work & Health; Institute for Clinical Evaluative Sciences; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Intensive care unit; Emergency medicine; Odds ratio; Heart failure; Intensity (physics); Intensive care; Internal medicine; Intensive care 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":[0.0003885698,0.0001940749,0.0002664263,0.0006175166,0.0005455454,0.0007179587,0.0003873945,0.0004056693,0.001919674],"category_scores_gemma":[0.003294941,0.0001501632,0.0003345914,0.0009956891,0.0004167244,0.0003621337,0.0006059209,0.0006231739,0.0001439293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417869,"about_ca_system_score_gemma":0.001229953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0499194,"about_ca_topic_score_gemma":0.06246043,"domain_scores_codex":[0.999505,0.00009730032,0.00005722206,0.00009053987,0.00009708991,0.0001527742],"domain_scores_gemma":[0.9976494,0.0002323425,0.001234726,0.00006496546,0.0002483718,0.0005702957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004291669,0.00001465602,0.9994136,0.000003538814,0.00001532432,0.00004449104,0.00003442194,0.00001971531,0.00003965959,0.000006196885,0.00008200263,0.0002834252],"study_design_scores_gemma":[0.000005063545,0.00002027157,0.9996707,0.000004358851,0.000005045363,0.0000642673,0.000114373,0.00006284636,0.000008346679,0.00001165189,0.00003133058,0.000001618402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993387,0.0001152747,0.00001809937,0.00009040626,0.00000460129,0.000005628604,0.0001730114,0.000001210202,0.0002530214],"genre_scores_gemma":[0.9996766,0.00003964933,0.00001456144,0.00002751214,0.000007750014,0.000003405081,0.0001933708,6.741743e-7,0.00003640725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0499194,"threshold_uncertainty_score":0.09925765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004520061448434884,"score_gpt":0.2536474136603597,"score_spread":0.2491273522119248,"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."}}