{"id":"W4402348998","doi":"10.1093/eurheartj/ehae544","title":"Heart failure with preserved ejection fraction: underdiagnosed and undertreated in patients with tricuspid regurgitation","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Ejection fraction; Regurgitation (circulation); Cardiology; Heart failure; Internal medicine; Tricuspid Valve Insufficiency","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":[0.0006507923,0.0002528129,0.0004308373,0.001208015,0.0005817686,0.001207883,0.0004053139,0.0008274604,0.001056319],"category_scores_gemma":[0.004205879,0.0001551039,0.0002916805,0.001289982,0.0004400336,0.001047122,0.0008246361,0.0009137292,0.0002121307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000488755,"about_ca_system_score_gemma":0.0009109214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006154161,"about_ca_topic_score_gemma":0.009822461,"domain_scores_codex":[0.9991339,0.0002308907,0.0001381267,0.0001457162,0.0001882567,0.0001630273],"domain_scores_gemma":[0.9982291,0.0003970546,0.0007549315,0.000078611,0.0002352509,0.0003051182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001492245,0.00004511205,0.9768975,0.00005395618,0.00003340297,0.0008414661,0.0002917033,0.00008632491,0.0003539078,0.000151392,0.0008260651,0.02027005],"study_design_scores_gemma":[0.00001808867,0.00008959193,0.9887018,0.0002193974,0.0001020918,0.005317852,0.001740814,0.001534513,0.0001986409,0.0005165429,0.001538111,0.00002256795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835266,0.008058312,0.0007770535,0.003510748,0.0002162872,0.0000243943,0.0004571359,0.00003304303,0.00339625],"genre_scores_gemma":[0.9968269,0.001644777,0.0004555841,0.0005427637,0.0001482519,0.00001103087,0.0002169369,0.000005822937,0.0001477881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006154161,"threshold_uncertainty_score":0.01223665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643664808515252,"score_gpt":0.2969935608857713,"score_spread":0.2805569128006188,"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."}}