{"id":"W4391259778","doi":"10.21037/tgh-23-31","title":"Genetic and epigenetic determinants of non-alcoholic fatty liver disease (NAFLD) in lean individuals: a systematic review","year":2024,"lang":"en","type":"review","venue":"Translational Gastroenterology and Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fatty liver; Medicine; Epigenetics; Disease; Obesity; Bioinformatics; Internal medicine; Gene; Genetics; Biology","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":[0.006770354,0.001348258,0.006636538,0.00857571,0.0005956528,0.00198206,0.001657322,0.001723297,0.004342207],"category_scores_gemma":[0.03044255,0.0008202196,0.005996319,0.009290568,0.0007313482,0.001706484,0.001330502,0.0007996529,0.0003221302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394882,"about_ca_system_score_gemma":0.01063761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007753985,"about_ca_topic_score_gemma":0.02466737,"domain_scores_codex":[0.9943544,0.001984396,0.002106093,0.0005124998,0.0008394646,0.0002032297],"domain_scores_gemma":[0.976662,0.01758193,0.003495485,0.0003708613,0.001677339,0.0002123005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000108297,0.000008692946,0.001393001,0.9644629,0.007412504,0.0001204932,0.0001881251,0.00008165687,0.0001212795,0.0002027233,0.001330903,0.02456953],"study_design_scores_gemma":[0.0001406904,0.0001466428,0.008125246,0.8949585,0.07724296,0.0004968061,0.0002915087,0.00008166247,0.0001428245,0.0003611904,0.01797157,0.00004045675],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001343726,0.9970779,0.0001703173,0.0003263772,0.00008680393,0.0001821245,0.0005795464,0.000008223506,0.000224981],"genre_scores_gemma":[0.0184735,0.979144,0.000680405,0.000559731,0.0000795542,0.000505882,0.0004216866,0.000005877003,0.0001292366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00857571,"threshold_uncertainty_score":0.03580552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573912986192402,"score_gpt":0.3374130291263934,"score_spread":0.3016738992644694,"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."}}