{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005980412,0.0003598934,0.0007306092,0.0003028839,0.000394833,0.000296438,0.0001712979,0.0003392992,0.001282958],"category_scores_gemma":[0.0008615571,0.0001489492,0.0005308224,0.0003440851,0.0001768085,0.0002482497,0.0002023664,0.0003763423,0.000128107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021553,"about_ca_system_score_gemma":0.0003862843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000855563,"about_ca_topic_score_gemma":0.001407741,"domain_scores_codex":[0.999712,0.0001027335,0.0000483816,0.00005309911,0.00004542946,0.00003825413],"domain_scores_gemma":[0.9993615,0.0001039802,0.000285033,0.00002954884,0.00006518005,0.0001547932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03158027,0.005154527,0.9326695,0.0007541243,0.001010997,0.0004694474,0.0001678523,0.0001204767,0.0009969014,0.00004506276,0.0002142867,0.02681663],"study_design_scores_gemma":[0.001555875,0.02134684,0.974304,0.00005238729,0.0004438424,0.0009857486,0.0001324839,0.0002114049,0.0002584354,0.00005905524,0.0006368782,0.0000130889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964073,0.00279209,0.00004876218,0.00004767064,0.00001817942,0.000066878,0.0001076609,0.000002413117,0.0005089303],"genre_scores_gemma":[0.9986601,0.0006506568,0.000133241,0.00006326324,0.00004055946,0.00005007876,0.0001629909,4.588749e-7,0.0002386389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001282958,"threshold_uncertainty_score":0.004291952,"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."}}