{"id":"W3107115410","doi":"10.1093/ehjci/ehaa946.3139","title":"Characteristics and health status of patients with and without confirmed HFpEF","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure with preserved ejection fraction; Atrial fibrillation; Heart failure; Internal medicine; Cohort; Cardiology; Comorbidity; Quality of life (healthcare); Physical therapy; Overweight; Montreal Cognitive Assessment; Body mass index; Ejection fraction; Disease; Dementia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004051771,0.0002486136,0.0004775692,0.0007909426,0.0005468063,0.0005890038,0.0002636842,0.0005635244,0.002430254],"category_scores_gemma":[0.001835554,0.0001890927,0.0003707134,0.0006469918,0.0003239722,0.0005868736,0.0004640761,0.0004001904,0.0003716866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000270054,"about_ca_system_score_gemma":0.0002511794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003354996,"about_ca_topic_score_gemma":0.003369446,"domain_scores_codex":[0.9995906,0.00006759169,0.0000661966,0.0001108797,0.00006898939,0.00009565778],"domain_scores_gemma":[0.999163,0.0001613923,0.000283371,0.00004600883,0.00008113907,0.0002651117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001254551,0.00004764437,0.9991457,0.000005105304,0.00001763741,0.0001044348,0.00005725891,0.00001459279,0.0000884415,0.000006890725,0.00005549067,0.0003312679],"study_design_scores_gemma":[0.00001576757,0.0002628399,0.998861,0.000003990842,0.00001005623,0.00043157,0.0002312584,0.00007396876,0.00001691994,0.00001342988,0.0000759326,0.000003306355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992299,0.00008341212,0.00002345813,0.00002471463,0.000004633316,0.00001219595,0.0003762252,0.000001132348,0.0002442704],"genre_scores_gemma":[0.9992794,0.00003101429,0.00002023276,0.00003548858,0.0000103439,0.00001420768,0.000504628,5.718923e-7,0.0001041466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003354996,"threshold_uncertainty_score":0.008130014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948139886494297,"score_gpt":0.279101932133453,"score_spread":0.23962053326851,"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."}}