{"id":"W7117321800","doi":"10.30978/mg-2025-4-107","title":"Cognitive impairment in patients with moderate and advanced liver fibrosis in the background of metabolic dysfunction-associated steatotic liver disease","year":2025,"lang":"","type":"article","venue":"Modern Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Physical examination; Cognition; Liver disease; Liver fibrosis; Cognitive impairment; Fatty liver; Disease","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":[0.0005342033,0.0006780354,0.0008714994,0.001017652,0.0009333579,0.0004872662,0.0002510721,0.0006116547,0.0015746],"category_scores_gemma":[0.001302436,0.000260613,0.000441815,0.0007427492,0.0003311763,0.0004781106,0.0004275636,0.0005759504,0.0003157176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002454631,"about_ca_system_score_gemma":0.0002584089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002214408,"about_ca_topic_score_gemma":0.002761418,"domain_scores_codex":[0.9997117,0.00007536135,0.00003620819,0.00005378636,0.00005500362,0.00006785158],"domain_scores_gemma":[0.9995152,0.00007988344,0.0001501543,0.00002083318,0.00005264462,0.0001812735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001376375,0.0003171835,0.9946996,0.00002864565,0.00006595699,0.0006648211,0.0001109564,0.00005636643,0.0003559432,0.00001302318,0.0001143563,0.002196866],"study_design_scores_gemma":[0.0000665814,0.001083012,0.9967069,0.000008519054,0.00004540786,0.00154666,0.0001683028,0.000151709,0.00005421037,0.0000236981,0.0001393275,0.000005729516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990501,0.0002838969,0.00004063932,0.00004448266,0.000009372937,0.00002113199,0.00008691774,0.000002510928,0.0004609053],"genre_scores_gemma":[0.9994982,0.0001052634,0.00006371654,0.00005215034,0.00003026058,0.00001348158,0.000114754,5.755282e-7,0.0001214805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002214408,"threshold_uncertainty_score":0.00526756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008259415406586668,"score_gpt":0.2285684344413126,"score_spread":0.2203090190347259,"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."}}