{"id":"W4397050648","doi":"10.1111/ctr.15337","title":"Postoperative cognitive dysfunction in heart transplantation recipients","year":2024,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Neurological Complications and Syndromes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Ejection fraction; Neurocognitive; Internal medicine; Montreal Cognitive Assessment; Transplantation; Heart transplantation; Logistic regression; Diabetes mellitus; Cognition; Incidence (geometry); Cardiology; Stroke (engine); Cognitive decline; Physical therapy; Heart failure; Dementia; Psychiatry; Disease; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000398736,0.0001227578,0.0002512733,0.0001587938,0.00005509463,0.00003249188,0.00003393022,0.0001436873,0.0001570869],"category_scores_gemma":[0.00007122803,0.0000999693,0.0001336897,0.0003576339,0.00008624166,0.0001740048,0.000002512236,0.000387784,0.0002431968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002652663,"about_ca_system_score_gemma":0.00005464069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001263264,"about_ca_topic_score_gemma":0.00001867112,"domain_scores_codex":[0.9985259,0.0001822512,0.0005361291,0.0004263496,0.0001750106,0.0001543473],"domain_scores_gemma":[0.9989977,0.0007217053,0.00002630472,0.00009157978,0.00007064932,0.00009203401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01378583,0.003254329,0.7643189,0.002062358,0.0003937581,0.004301413,0.004679591,0.0001227308,0.0227079,0.009250474,0.001397733,0.173725],"study_design_scores_gemma":[0.002013219,0.001122158,0.9921178,0.0005076234,0.0002152667,0.0005026384,0.00004276613,0.001149155,0.0007762697,0.0005648482,0.0008580032,0.0001303188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855433,0.0001674154,0.00767726,0.002921017,0.0004681113,0.000547332,0.00005874687,0.0001332063,0.002483664],"genre_scores_gemma":[0.996135,0.001211239,0.000507979,0.001269281,0.00008345882,0.0000614687,0.0004844365,0.00001489376,0.0002322635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2277988,"threshold_uncertainty_score":0.407663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09184692368228256,"score_gpt":0.4077027107762519,"score_spread":0.3158557870939693,"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."}}