{"id":"W4353087876","doi":"10.54097/hset.v36i.5702","title":"Non-alcoholic Fatty Liver Disease: Pathology, Disease Models and Therapies","year":2023,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Lipotoxicity; Fatty liver; Disease; Medicine; Insulin resistance; Population; Pathogenesis; Review article; Bioinformatics; Intensive care medicine; Pathology; Obesity; Environmental health; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001278266,0.0001506795,0.0001946157,0.0008272715,0.0001089237,0.0000261426,0.0001089105,0.00006373039,0.000002248843],"category_scores_gemma":[0.00004758849,0.0001136643,0.00002311126,0.001051527,0.000509785,0.0001473911,0.0001400022,0.00009759766,0.00002695898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003920378,"about_ca_system_score_gemma":0.00006827081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007685342,"about_ca_topic_score_gemma":0.000001600895,"domain_scores_codex":[0.9989309,0.000004318043,0.0001084777,0.0004436003,0.0001629574,0.0003497277],"domain_scores_gemma":[0.9993515,0.00003355671,0.00001860971,0.000284744,0.00003727888,0.0002743025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001439702,0.0007484063,0.6142278,0.0005130286,0.0001223728,0.008951497,0.0015469,0.002246134,0.009364753,0.3481625,0.0004694979,0.01350317],"study_design_scores_gemma":[0.0008217409,0.00008294691,0.9412812,0.0001731229,0.00006356226,0.00002503712,0.00005654506,0.05320499,0.0008635049,0.00228329,0.0009512633,0.0001927999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894179,0.003795035,0.00004757192,0.006051377,0.00009197445,0.0002538155,0.00001435863,0.0003006379,0.00002735236],"genre_scores_gemma":[0.9942861,0.00514618,0.0003090528,0.00004514867,0.00002402012,0.0001287191,0.000005414891,0.00001216593,0.00004324422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3458792,"threshold_uncertainty_score":0.4635094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463852771915097,"score_gpt":0.2491531464399074,"score_spread":0.2345146187207564,"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."}}