{"id":"W4416277546","doi":"10.1016/j.jaclp.2025.10.110","title":"108. Does Heart Transplant Improve Cognitive Impairment in Heart Failure Patients as Measured by Neurocognitive Assessments: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Heart failure; Neurocognitive; Cognitive impairment; Cognition; Heart transplantation; Quality of life (healthcare)","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":[0.006738715,0.001117274,0.008847727,0.002212002,0.0004715022,0.002383745,0.001266137,0.002527014,0.004744526],"category_scores_gemma":[0.03523934,0.001144598,0.01302417,0.002683791,0.0007240771,0.001918447,0.001205804,0.00149808,0.0005117533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002379547,"about_ca_system_score_gemma":0.005183537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01577328,"about_ca_topic_score_gemma":0.05294861,"domain_scores_codex":[0.9952462,0.001647692,0.001856595,0.0005172258,0.0005422643,0.0001898947],"domain_scores_gemma":[0.9844362,0.01068252,0.003372076,0.000294271,0.0009632336,0.0002517382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001635177,0.00005074285,0.004478831,0.8308731,0.1346803,0.00006716805,0.000166873,0.0001126095,0.0002098788,0.0001203596,0.001796228,0.02580868],"study_design_scores_gemma":[0.004619909,0.0006705296,0.01995454,0.3684117,0.5985298,0.0001606748,0.0002116032,0.000139472,0.0002247004,0.0003073997,0.006702317,0.00006733982],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004658785,0.9930035,0.0001496145,0.000482296,0.0003389758,0.0003185062,0.0007345577,0.00001453455,0.0002991906],"genre_scores_gemma":[0.122205,0.8719743,0.0008975113,0.00298281,0.0003608653,0.0006549194,0.0005838474,0.00001740567,0.000323338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01577328,"threshold_uncertainty_score":0.03563821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078481109226657,"score_gpt":0.3451392514567911,"score_spread":0.3343544403645245,"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."}}