{"id":"W2771310329","doi":"10.1002/ejhf.1091","title":"Predictors and Outcomes of Heart Failure with Mid-Range Ejection Fraction","year":2017,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institute of Diabetes and Digestive and Kidney Diseases; Heart and Stroke Foundation of Canada; National Heart, Lung, and Blood Institute; National Institute on Aging; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Nierstichting","keywords":"Medicine; Heart failure; Ejection fraction; Cardiology; Internal medicine; Fraction (chemistry)","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":[0.002112828,0.000334205,0.00040426,0.000612785,0.0002505725,0.0005486583,0.0003971546,0.0004436152,0.000776868],"category_scores_gemma":[0.003819683,0.0002194034,0.0005558451,0.0005489638,0.0002479226,0.0004022743,0.0007138056,0.0005457919,0.0001116982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326161,"about_ca_system_score_gemma":0.0003310466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215685,"about_ca_topic_score_gemma":0.00263618,"domain_scores_codex":[0.9993476,0.0002146207,0.00006094864,0.0001736302,0.0001036613,0.00009949075],"domain_scores_gemma":[0.9977697,0.0005352819,0.0009294245,0.0002258616,0.0002270407,0.0003126443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007035564,0.00001278697,0.998906,0.000005115297,0.00008124083,0.00001618834,0.00001007887,0.00004204285,0.00006089592,0.000006100342,0.00002813537,0.0007610832],"study_design_scores_gemma":[0.000006331747,0.00005487821,0.9994414,0.000005573802,0.00005351695,0.00008986316,0.00002525273,0.0002160875,0.00002815518,0.00003007344,0.00004686503,0.000001929639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982197,0.0009453801,0.0002553861,0.00007772377,0.00000772007,0.000007395121,0.0002987873,0.000008275762,0.0001796908],"genre_scores_gemma":[0.9993442,0.0001289428,0.00009258733,0.0000130543,0.00001726215,0.000005869662,0.0003495962,0.000001177509,0.00004733874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00215685,"threshold_uncertainty_score":0.01117378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146245762093194,"score_gpt":0.2584930480457194,"score_spread":0.2438684718364,"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."}}