{"id":"W3214647435","doi":"10.1161/circ.144.suppl_1.9464","title":"Abstract 9464: Left Ventricular Ejection Fraction Trajectory Predicts Outcomes in Patients With Heart Failure and Mildly Reduced Ejection Fraction","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Internal medicine; Cardiology; Incidence (geometry)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000548497,0.0002965135,0.0003294283,0.0004625584,0.0002777888,0.0004983741,0.0003000663,0.0003782432,0.002820029],"category_scores_gemma":[0.001599226,0.0001473429,0.0003168774,0.0005779672,0.0001765806,0.0004369956,0.0003329593,0.0005798538,0.0004712096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787941,"about_ca_system_score_gemma":0.000268215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00144122,"about_ca_topic_score_gemma":0.001576633,"domain_scores_codex":[0.9998242,0.00004483877,0.00002121918,0.00003810084,0.0000325006,0.00003913381],"domain_scores_gemma":[0.998861,0.0002428743,0.0004531504,0.00005669214,0.00008362789,0.00030266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001913371,0.00001924452,0.9990219,0.000004381423,0.00001992694,0.00001782532,0.000007683216,0.00003309179,0.00005754438,0.000004551278,0.00007287853,0.0005496066],"study_design_scores_gemma":[0.00001640615,0.0001139814,0.9993055,0.00000586124,0.00002425548,0.0001007888,0.00002827878,0.0002859512,0.00002580403,0.00002077905,0.00007036156,0.000002071972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988961,0.0001586806,0.0000660029,0.00007176938,0.000007977236,0.000005653547,0.0005216658,0.000003633786,0.0002684796],"genre_scores_gemma":[0.9990485,0.00004988722,0.00006796201,0.00001614421,0.00002137064,0.000007831325,0.000646789,9.841918e-7,0.0001406073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002820029,"threshold_uncertainty_score":0.009433866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00827307494202325,"score_gpt":0.2401753258114347,"score_spread":0.2319022508694114,"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."}}