{"id":"W4377151421","doi":"10.1002/ejhf.2908","title":"Prevalence, Characteristics and Prognostic Impact of Aortic Valve Disease in Patients with Heart Failure and Reduced, Mildly Reduced, and Preserved Ejection Fraction: An Analysis of the ESC Heart Failure Long-Term Registry","year":2023,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation; Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Heart failure; Hazard ratio; Heart failure with preserved ejection fraction; Confidence interval; Diastole; Proportional hazards model; Blood pressure","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":[0.001618696,0.0003378295,0.0006743962,0.001028918,0.0002854733,0.0007116552,0.0005741256,0.0006400711,0.0006636986],"category_scores_gemma":[0.002855171,0.0002752899,0.0007463593,0.001307852,0.0002823206,0.0005957374,0.0007076528,0.0005766224,0.0001814669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554491,"about_ca_system_score_gemma":0.0002779726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005247569,"about_ca_topic_score_gemma":0.005459995,"domain_scores_codex":[0.9988972,0.0003577225,0.0001585633,0.0002720224,0.0001903225,0.0001241773],"domain_scores_gemma":[0.9969358,0.000544975,0.001466416,0.0003275557,0.000280462,0.0004447664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007823913,0.00001427162,0.9994398,0.000004573327,0.00006073023,0.00002629307,0.00001284424,0.00002536177,0.00003964112,0.00000434759,0.0000490085,0.0002449792],"study_design_scores_gemma":[0.00000721106,0.00003364534,0.9996451,0.000002950292,0.00002574673,0.00009080463,0.00003433368,0.00009632736,0.00001109883,0.000006030723,0.00004439584,0.000002263677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983507,0.0002642334,0.0000586895,0.00002546016,0.000005221976,0.00000624153,0.001091482,0.000002529494,0.0001954169],"genre_scores_gemma":[0.997825,0.0001070087,0.00005629248,0.00002369825,0.0000159288,0.00001216498,0.001898727,0.0000019626,0.0000590774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005247569,"threshold_uncertainty_score":0.01043403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009785176214119862,"score_gpt":0.2847597923648818,"score_spread":0.274974616150762,"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."}}