{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332516,0.0002756951,0.001222902,0.0002648202,0.00008795343,0.00002065397,0.0002327572,0.0001662585,0.00002510962],"category_scores_gemma":[0.0009559639,0.0001609191,0.0004304608,0.0006114415,0.00009548228,0.0002364942,0.00001487607,0.0007788778,0.000003941536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007811622,"about_ca_system_score_gemma":0.0004871307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001522081,"about_ca_topic_score_gemma":0.00000668963,"domain_scores_codex":[0.9960232,0.0007863433,0.001876406,0.0002399338,0.0008357863,0.0002383697],"domain_scores_gemma":[0.9970566,0.0009719973,0.001158031,0.0001258013,0.0005671035,0.0001204415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005119904,0.003103774,0.6803953,0.2793928,0.002652267,0.000006200929,0.002527642,0.000007406099,0.005402826,0.000531257,0.02032592,0.0005346825],"study_design_scores_gemma":[0.0253722,0.001388567,0.4513753,0.499945,0.007471665,0.0002003748,0.003386828,0.00003089575,0.007714601,0.001934036,0.0006981725,0.0004823557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833849,0.03169354,0.001643536,0.1197385,0.002838316,0.009470675,0.0005125604,0.00003797305,0.0002159376],"genre_scores_gemma":[0.9698159,0.003230688,0.004998975,0.02146583,0.00007567796,0.0001125697,0.00002051497,0.00003191011,0.0002479584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.22902,"threshold_uncertainty_score":0.6562089,"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."}}