{"id":"W6980081363","doi":"","title":"Assessment of cognitive impairment in patients with chronic viral hepatitis","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viral hepatitis; Cognition; Stage (stratigraphy); Cognitive impairment; Chronic hepatitis; Disease; Viral disease; Hepatitis B; Dementia","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":[0.0006282715,0.0003798907,0.0003618768,0.000854079,0.0005347609,0.0004522221,0.0002159144,0.0003298302,0.001049702],"category_scores_gemma":[0.001472773,0.0001399224,0.0002699917,0.0006397082,0.0001933125,0.0003267795,0.0003835583,0.000506953,0.0001907162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553488,"about_ca_system_score_gemma":0.0003614906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005617029,"about_ca_topic_score_gemma":0.009478762,"domain_scores_codex":[0.9997475,0.000070382,0.00003664511,0.00002470688,0.00006364084,0.00005717189],"domain_scores_gemma":[0.9993758,0.00008636397,0.0002627308,0.00001630058,0.00009887936,0.0001599807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001415092,0.0000647524,0.9976936,0.00001073133,0.0000160101,0.00008365188,0.0000722594,0.00002387011,0.00006502704,0.000003859614,0.00009139315,0.001733296],"study_design_scores_gemma":[0.00001384295,0.0002592784,0.9989673,0.000007928413,0.00001022301,0.0003354668,0.0001414036,0.0001249166,0.00003578536,0.0000139011,0.00008673425,0.000003288579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989611,0.0002501508,0.00002541591,0.00004694971,0.000005750026,0.00001621034,0.0001324673,0.000002214671,0.0005596971],"genre_scores_gemma":[0.9995165,0.00009606407,0.00007000977,0.00002618348,0.00000711123,0.00001255049,0.0001530708,3.195343e-7,0.0001181932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005617029,"threshold_uncertainty_score":0.01116866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1599994474394912,"score_gpt":0.5658512908939188,"score_spread":0.4058518434544277,"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."}}