{"id":"W4361190273","doi":"10.1002/ejhf.2831","title":"Health Status Across Major Subgroups of Patients with Heart Failure and Preserved Ejection Fraction","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Eli Lilly and Company; Boehringer Ingelheim","keywords":"Medicine; Internal medicine; Heart failure; Atrial fibrillation; Ejection fraction; Diabetes mellitus; Cardiology; Body mass index","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":[0.001618047,0.0004234262,0.0008267058,0.000598095,0.0004516672,0.0005728168,0.0002563142,0.0005506654,0.001175444],"category_scores_gemma":[0.001554781,0.0001494761,0.001153045,0.0006845418,0.0002862378,0.0005114943,0.000639333,0.0005688784,0.000153377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639221,"about_ca_system_score_gemma":0.0003055184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946173,"about_ca_topic_score_gemma":0.003715972,"domain_scores_codex":[0.9992755,0.0002197906,0.00009864153,0.0001807143,0.00008928823,0.0001360525],"domain_scores_gemma":[0.9989182,0.0001890737,0.0005204331,0.00008826827,0.00008680024,0.0001972677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004640216,0.0002247481,0.9858208,0.0001217572,0.0009034026,0.00004991238,0.00009127094,0.0001978321,0.0005679702,0.00003357759,0.0002909733,0.007057595],"study_design_scores_gemma":[0.0001157406,0.0009061872,0.9983054,0.00001698795,0.0001647321,0.00005218042,0.00004886089,0.0001374432,0.00005817013,0.0000434027,0.000144936,0.000005737989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970011,0.001249875,0.0001429417,0.00009350606,0.00001373518,0.00004205262,0.0009135943,0.000004725787,0.0005382907],"genre_scores_gemma":[0.9986413,0.0001318783,0.00007108294,0.00007683018,0.00001745721,0.00004014287,0.0009179288,8.441485e-7,0.0001024668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001946173,"threshold_uncertainty_score":0.008557141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123904520702347,"score_gpt":0.2540013552978048,"score_spread":0.2427623100907814,"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."}}