{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006311392,0.001308717,0.006236675,0.001367967,0.0001144316,0.0001288748,0.0004320673,0.0004439396,0.0006090172],"category_scores_gemma":[0.001091981,0.0009630492,0.002517192,0.002291507,0.0001218759,0.0002088825,0.0002790909,0.0007049444,0.002557842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455883,"about_ca_system_score_gemma":0.00109305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002915434,"about_ca_topic_score_gemma":0.0000492942,"domain_scores_codex":[0.9942805,0.0007636967,0.001517599,0.001356767,0.0009520056,0.001129421],"domain_scores_gemma":[0.9961171,0.00072617,0.0005538301,0.001296759,0.0001977161,0.001108484],"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":[0.0001097882,0.005485713,0.006114207,0.03270216,0.01013589,0.003903574,0.0002811848,0.00000199115,4.441848e-7,0.00690282,0.003146434,0.9312158],"study_design_scores_gemma":[0.001729841,0.00003065703,0.05202039,0.01235602,0.03801643,0.0000107585,0.00001705065,0.00001384424,0.000002611492,0.000110439,0.8949307,0.0007612469],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005377474,0.9932191,5.295032e-7,0.00008710371,0.0007702921,0.003333107,0.001252832,0.000401849,0.0003973779],"genre_scores_gemma":[0.0002403222,0.9909103,0.00007504824,0.0002280901,0.000815596,0.002098098,0.002113909,0.0003312179,0.003187414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9304546,"threshold_uncertainty_score":0.9999664,"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."}}