{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007859467,0.0005558716,0.0009093111,0.001214809,0.0003453085,0.001316533,0.0006048751,0.0008602664,0.003155747],"category_scores_gemma":[0.0005521477,0.0002093443,0.000575921,0.0008185,0.0005268742,0.001005786,0.0007961425,0.00181921,0.001341238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005498556,"about_ca_system_score_gemma":0.00103013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006550754,"about_ca_topic_score_gemma":0.001093923,"domain_scores_codex":[0.9996279,0.00009029868,0.00005449445,0.00004554606,0.000144892,0.00003680274],"domain_scores_gemma":[0.9997616,0.00006883386,0.00004165818,0.00002132976,0.00007598678,0.00003049318],"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":[0.0005515025,0.0006440828,0.001581772,0.02566221,0.0002163489,0.0009719839,0.0002201232,0.001205281,0.05149598,0.02721894,0.0410547,0.849177],"study_design_scores_gemma":[0.0000809838,0.0008973751,0.002548359,0.003733426,0.0002673155,0.002959169,0.0001900221,0.001194755,0.01889972,0.01596914,0.9531985,0.00006120153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004245044,0.9772807,0.005697497,0.003130604,0.00100002,0.00007469054,0.0002545575,0.0001060134,0.008210834],"genre_scores_gemma":[0.02317293,0.964366,0.005662546,0.001043593,0.001052593,0.0001443626,0.0004485718,0.00001871324,0.004090639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003155747,"threshold_uncertainty_score":0.010557,"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."}}