{"id":"W1596624465","doi":"10.1111/j.1751-7133.2011.00242.x","title":"Cognitive Impairment in Patients With Advanced Heart Failure and Its Implications on Decision-Making Capacity","year":2011,"lang":"en","type":"review","venue":"Congestive Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Neuropsychology; Cognition; Competence (human resources); Psychomotor learning; Referral; Population; Executive functions; Intensive care medicine; Psychiatry; Family medicine; Cardiology; Psychology","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":[0.0005840248,0.0008345211,0.002186004,0.002158876,0.0002203883,0.0007600457,0.0008505729,0.000787296,0.002334769],"category_scores_gemma":[0.001226817,0.0002117371,0.0007309261,0.002414214,0.0003618054,0.0007560466,0.0005108141,0.001095271,0.0008467322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005345247,"about_ca_system_score_gemma":0.0009616874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002721764,"about_ca_topic_score_gemma":0.00489387,"domain_scores_codex":[0.9998001,0.00004707638,0.00004266232,0.00002531523,0.00006754039,0.00001726496],"domain_scores_gemma":[0.9996131,0.0001974731,0.00007122142,0.000007333099,0.00008518587,0.00002568305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001093196,0.00006822222,0.000691889,0.02504719,0.0003363515,0.0001701459,0.00006326726,0.0002007037,0.0002224598,0.0007816992,0.01692122,0.9553875],"study_design_scores_gemma":[0.0002168836,0.0003616118,0.01769676,0.04145037,0.001559066,0.006199444,0.0003839596,0.0003473635,0.0005926517,0.004215772,0.9268866,0.00008950101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001057898,0.999477,0.00001714398,0.00009995024,0.00003126685,0.000001732009,0.000008711437,0.000001576826,0.0002568322],"genre_scores_gemma":[0.001005504,0.9987106,0.00005613949,0.0000628952,0.00004556432,0.000004036923,0.00001757893,3.754336e-7,0.0000973074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002721764,"threshold_uncertainty_score":0.007810593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575749688548389,"score_gpt":0.3216731374204836,"score_spread":0.2859156405349997,"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."}}