{"id":"W4319781218","doi":"10.1016/j.phrs.2023.106679","title":"Nutraceutical approaches to non-alcoholic fatty liver disease (NAFLD): A position paper from the International Lipid Expert Panel (ILEP)","year":2023,"lang":"en","type":"review","venue":"Pharmacological Research","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fatty liver; Medicine; Nutraceutical; Context (archaeology); Disease; Cirrhosis; Population; Intensive care medicine; Internal medicine; Environmental health; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002439943,0.0009225194,0.001471269,0.002651701,0.0004452742,0.001724459,0.001198486,0.002406967,0.004658377],"category_scores_gemma":[0.00349,0.0003359368,0.001809388,0.00272466,0.0004467034,0.001701512,0.001259599,0.003236775,0.001972033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110816,"about_ca_system_score_gemma":0.004068452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705268,"about_ca_topic_score_gemma":0.005637959,"domain_scores_codex":[0.9993339,0.0001480997,0.0001410229,0.00007633377,0.0002423131,0.0000583053],"domain_scores_gemma":[0.9982222,0.0008908764,0.0002408698,0.00003487592,0.0005103047,0.0001009779],"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":[0.0001955513,0.00006715304,0.0001600346,0.0585897,0.0003018211,0.0001880819,0.0001595938,0.0002007234,0.0009365648,0.002862138,0.2490903,0.6872483],"study_design_scores_gemma":[0.000054875,0.00005992252,0.0004883935,0.02546142,0.0004369493,0.0002585417,0.00005169089,0.00003656578,0.0002144723,0.001075534,0.9718478,0.00001390194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001084165,0.986161,0.000219095,0.006761821,0.004840996,0.0000601225,0.0001482901,0.00001388742,0.001686493],"genre_scores_gemma":[0.0005878246,0.9919287,0.0005512394,0.004037918,0.001170089,0.0000613121,0.0001418174,0.000006264346,0.001514847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004658377,"threshold_uncertainty_score":0.01558381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7691930529044331,"score_gpt":0.5331002240746527,"score_spread":0.2360928288297803,"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."}}