{"id":"W4403611801","doi":"10.1161/circulationaha.124.070553","title":"Clinical Correlates and Prognostic Impact of Cognitive Dysfunction in Patients With Heart Failure and Preserved Ejection Fraction: Insights From PARAGON-HF","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Health Care Foundation","funders":"","keywords":"Medicine; Ejection fraction; Internal medicine; Heart failure; Cardiology; Proportional hazards model; Hazard ratio; Cognitive decline; Stroke (engine); Atrial fibrillation; Dementia; Disease; Confidence interval","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":[0.001029882,0.0003686534,0.0004910935,0.0007122593,0.0002269196,0.0005553227,0.0002999828,0.0002964561,0.000698284],"category_scores_gemma":[0.002689089,0.0001304082,0.0005275058,0.0006618258,0.0002259681,0.0003544402,0.0005303776,0.0004776014,0.000110534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002418714,"about_ca_system_score_gemma":0.0003197378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923023,"about_ca_topic_score_gemma":0.003349253,"domain_scores_codex":[0.9996709,0.000106461,0.00003978312,0.00006234011,0.00006169573,0.00005885656],"domain_scores_gemma":[0.9987242,0.0002819841,0.0005461005,0.00007486784,0.0001462307,0.0002265905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003537042,0.00004043113,0.9961785,0.00001847925,0.000122586,0.00005831786,0.00002541821,0.00006617165,0.00007029527,0.00001903547,0.0001219158,0.002925055],"study_design_scores_gemma":[0.00001916168,0.00009182008,0.9993275,0.000008293247,0.00005366457,0.0001609692,0.00003361361,0.0001382937,0.00001742491,0.00005185857,0.00009478556,0.000002541283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975134,0.001382043,0.00006528314,0.0001404071,0.000007863105,0.000007122595,0.0003660201,0.000002215941,0.0005156057],"genre_scores_gemma":[0.9989781,0.0003043013,0.00008733039,0.00005327623,0.00004628269,0.000006352394,0.0004766212,7.195238e-7,0.00004694751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001923023,"threshold_uncertainty_score":0.005446613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764741677167369,"score_gpt":0.2930384689404087,"score_spread":0.2753910521687351,"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."}}