{"id":"W2913562475","doi":"10.15690/vsp.v17i6.1974","title":"Genetic Aspects of Non-Alcoholic Fatty Liver Disease","year":2019,"lang":"en","type":"article","venue":"Вопросы современной педиатрии","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Steatohepatitis; Fatty liver; Cirrhosis; Steatosis; Medicine; Hepatocellular carcinoma; Gastroenterology; Disease; Internal medicine; Liver disease; Insulin resistance; Fibrosis; Obesity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008059388,0.0003364144,0.0005842897,0.0001764032,0.00005393365,0.00002266233,0.0001857782,0.00009942909,0.002006631],"category_scores_gemma":[0.00004179431,0.0002785937,0.0004056826,0.0002780456,0.0000973159,0.0001102771,0.0001097049,0.000145186,0.001975507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227379,"about_ca_system_score_gemma":0.0003047116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001907954,"about_ca_topic_score_gemma":0.000009649584,"domain_scores_codex":[0.9979343,0.00004457658,0.0004192092,0.00057679,0.0005663674,0.0004586921],"domain_scores_gemma":[0.9979611,0.0000897876,0.0001626791,0.0009775078,0.0001634278,0.0006454702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000498124,0.002263736,0.9822924,0.0007283944,0.0005011699,0.0007341771,0.0002945189,0.00004366187,0.002546091,0.001272708,0.002179936,0.006645084],"study_design_scores_gemma":[0.003605133,0.0004762523,0.9875548,0.00030792,0.000754868,0.00001867154,0.00003658126,0.0005296315,0.004190973,0.0002373809,0.002013111,0.0002746737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759801,0.0026341,0.00003044662,0.0003939838,0.0002824272,0.001366125,0.00008496315,0.00007837893,0.0191495],"genre_scores_gemma":[0.9969777,0.0004445463,0.0004850542,0.0006891919,0.0002076597,0.00009962174,0.00006820999,0.00005868328,0.0009693511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099761,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134929047628736,"score_gpt":0.2521259398458709,"score_spread":0.2407766493695836,"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."}}