{"id":"W3185525431","doi":"10.3390/cells10071805","title":"Diet-Induced Models of Non-Alcoholic Fatty Liver Disease: Food for Thought on Sugar, Fat, and Cholesterol","year":2021,"lang":"en","type":"review","venue":"Cells","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Clinical Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Fatty liver; Disease; Fructose; Added sugar; Dietary Sucrose; Medicine; Cholesterol; Steatohepatitis; Obesity; Bioinformatics; Internal medicine; Physiology; Endocrinology; Biology; Food science","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.00007002823,0.0005207843,0.001930185,0.0001282594,0.00005629992,0.00003197036,0.0001241682,0.0002191188,0.0000346508],"category_scores_gemma":[0.0000177682,0.0003794365,0.0009129839,0.0001319667,0.00004529571,0.00005672688,0.00009250471,0.0001700286,0.00002023913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018555,"about_ca_system_score_gemma":0.0002460613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009572228,"about_ca_topic_score_gemma":0.000002262592,"domain_scores_codex":[0.9981681,0.00007071212,0.0004706318,0.0006896171,0.0002873017,0.0003137078],"domain_scores_gemma":[0.9982165,0.0002571565,0.0002546988,0.0007042122,0.0001143046,0.0004531565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000259649,0.004090658,0.0001314931,0.1071951,0.003733207,0.000276058,0.0002058161,0.000005115186,0.00001974914,0.0004433451,0.005181442,0.8784583],"study_design_scores_gemma":[0.008867957,0.005129403,0.002093938,0.1220009,0.04202929,0.00001748036,0.00004415385,0.0002539137,0.002307109,0.0001103718,0.8154827,0.00166282],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002078236,0.9928884,0.00002649361,0.00003292364,0.0001961877,0.003293555,0.001142584,0.00002110333,0.000320501],"genre_scores_gemma":[0.008359116,0.9891249,0.0001318642,0.0001531399,0.0002763031,0.0008579476,0.0006888331,0.00009404734,0.0003138581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8767955,"threshold_uncertainty_score":0.9998658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09126278006245533,"score_gpt":0.3368530891596703,"score_spread":0.2455903090972149,"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."}}