{"id":"W4391116770","doi":"10.1136/bmjno-2023-000543","title":"Cognitive impairment and liver fibrosis in non-alcoholic fatty liver disease","year":2024,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health; National Institute of Neurological Disorders and Stroke; Leon Levy Foundation","keywords":"Fatty liver; Medicine; Alcoholic liver disease; Disease; Cognitive impairment; Liver fibrosis; Cognition; Fibrosis; Internal medicine; Gastroenterology; Pathology; Psychiatry; Cirrhosis","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":[0.001330251,0.0005541656,0.0004734816,0.001291162,0.0004894415,0.000636661,0.0004053502,0.0006173504,0.001739089],"category_scores_gemma":[0.003418218,0.0002768322,0.0006095091,0.001279513,0.0004020532,0.0004916164,0.0006178702,0.0009176828,0.0002401242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671733,"about_ca_system_score_gemma":0.00043057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005101633,"about_ca_topic_score_gemma":0.006631626,"domain_scores_codex":[0.9995319,0.0001473552,0.00007345658,0.00007882311,0.0001002645,0.00006832334],"domain_scores_gemma":[0.9967766,0.0005398439,0.001950858,0.0001334497,0.0002674594,0.0003317645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703979,0.00005332124,0.99857,0.00001726662,0.00006306952,0.00006199061,0.00002678584,0.00003808938,0.00004853903,0.000009238216,0.00004237548,0.0008989824],"study_design_scores_gemma":[0.000005367979,0.00006491518,0.9995638,0.000006955989,0.00002196164,0.0001458548,0.00001961908,0.00009949016,0.00001378094,0.00002120487,0.0000352725,0.000001789116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975157,0.001235319,0.00008525459,0.0001272221,0.000009598682,0.00001504437,0.0003451201,0.000006136042,0.0006607331],"genre_scores_gemma":[0.999157,0.0002484634,0.0001009082,0.0000393892,0.00002054771,0.00001062294,0.000292736,0.00000125117,0.0001291365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005101633,"threshold_uncertainty_score":0.01014388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992126594762571,"score_gpt":0.3369652064464407,"score_spread":0.307043940498815,"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."}}