{"id":"W4407630973","doi":"10.26442/00403660.2024.12.203104","title":"Non-alcoholic fatty liver disease and cognitive impairment","year":2024,"lang":"en","type":"article","venue":"Terapevticheskii arkhiv","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fatty liver; Alcoholic liver disease; Cognitive impairment; Disease; Cognition; Internal medicine; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007716422,0.0002555634,0.0002567706,0.0001348978,0.00008146632,0.0001052014,0.00004272828,0.00004622756,0.000495407],"category_scores_gemma":[0.00001729129,0.0001949582,0.0001736133,0.0001491814,0.0001024993,0.0001355523,0.00006768767,0.0001279675,0.0004698093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007049015,"about_ca_system_score_gemma":0.0001288088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003225717,"about_ca_topic_score_gemma":0.00000246123,"domain_scores_codex":[0.9987457,0.00002392008,0.0001879948,0.0004898886,0.0002459903,0.0003064524],"domain_scores_gemma":[0.9989867,0.0001400582,0.00002334808,0.0002164826,0.00005218533,0.0005812264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001558939,0.004156253,0.854435,0.002814806,0.004377472,0.01274276,0.005394279,0.000001135644,0.0005386648,0.001411189,0.01290169,0.09966782],"study_design_scores_gemma":[0.001826153,0.0003862737,0.989778,0.001047706,0.002508435,0.00005483642,0.00009175146,0.001404979,0.0007250663,0.0002121796,0.001730338,0.0002342307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818855,0.01288884,0.00005959941,0.001412198,0.0001480652,0.001002045,0.0001090322,0.0001827851,0.002311919],"genre_scores_gemma":[0.9963751,0.0009032972,0.0001079144,0.0012855,0.0002250081,0.0002594227,0.0001095691,0.0000391352,0.000695067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1353431,"threshold_uncertainty_score":0.7950164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549251265266165,"score_gpt":0.280268942077242,"score_spread":0.2647764294245803,"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."}}