{"id":"W4390176211","doi":"10.3390/metabo14010012","title":"Lipid Metabolism in Metabolic-Associated Steatotic Liver Disease (MASLD)","year":2023,"lang":"en","type":"review","venue":"Metabolites","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Lipotoxicity; Steatohepatitis; Cirrhosis; Lipid metabolism; Steatosis; Fibrosis; Hepatocellular carcinoma; Disease; Oxidative stress; Liver disease; Fatty liver; Medicine; Inflammation; Internal medicine; Endocrinology; Biology; Insulin resistance; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002847766,0.0006571095,0.0008654403,0.002180083,0.0002698579,0.0008536665,0.0004841402,0.000749954,0.00444873],"category_scores_gemma":[0.000430762,0.0001627125,0.0004128697,0.00193507,0.0002729308,0.0009196497,0.0005576674,0.001255563,0.002438796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004184559,"about_ca_system_score_gemma":0.0007383554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000986229,"about_ca_topic_score_gemma":0.001937883,"domain_scores_codex":[0.9999055,0.00001556382,0.00001610663,0.00001760473,0.00003289708,0.00001232895],"domain_scores_gemma":[0.9998512,0.00005327806,0.00002570226,0.000004736572,0.00004937641,0.00001564912],"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":[0.00008439498,0.00007738774,0.0002477501,0.01523599,0.00006838974,0.0002409381,0.00006794267,0.0002437471,0.001869081,0.003211915,0.02572932,0.952923],"study_design_scores_gemma":[0.00001161216,0.0000955586,0.0009013487,0.003876891,0.0001105443,0.001877892,0.00005859726,0.0000777272,0.0005500801,0.001631763,0.990791,0.00001707548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001514009,0.9978496,0.0001353362,0.0002206556,0.0002049257,0.000004895458,0.00003183611,0.000009513172,0.001391853],"genre_scores_gemma":[0.000771606,0.9980894,0.0001692992,0.0001249121,0.0001313383,0.00000473022,0.00004444828,0.000001417095,0.000662841],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00444873,"threshold_uncertainty_score":0.0148825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0734639370339537,"score_gpt":0.3401041239973407,"score_spread":0.266640186963387,"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."}}