{"id":"W2511630563","doi":"10.1089/ars.2016.6776","title":"Oxidative Stress as a Critical Factor in Nonalcoholic Fatty Liver Disease Pathogenesis","year":2016,"lang":"en","type":"review","venue":"Antioxidants and Redox Signaling","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":388,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Nonalcoholic fatty liver disease; Oxidative stress; Pathogenesis; Insulin resistance; Medicine; Fatty liver; Disease; Dyslipidemia; Metabolic syndrome; Steatosis; Diabetes mellitus; Bioinformatics; Internal medicine; Endocrinology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001140032,0.0005977619,0.001631776,0.0003081263,0.0001254073,0.00007122886,0.0001191665,0.0002502032,0.0004871999],"category_scores_gemma":[0.000196672,0.0003638324,0.0005816954,0.0002100712,0.0001737774,0.0001368437,0.0001148615,0.0002267828,0.0001407688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232451,"about_ca_system_score_gemma":0.0004231787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007620353,"about_ca_topic_score_gemma":0.000004167897,"domain_scores_codex":[0.9974257,0.0002113553,0.000619798,0.0008458,0.0003968459,0.000500552],"domain_scores_gemma":[0.9981173,0.0005817509,0.0001757318,0.0003549952,0.0001060016,0.0006642783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001245325,0.001721002,0.01531871,0.02160117,0.0009406689,0.006866444,0.0001659443,9.089246e-8,0.0001144486,0.0005010617,0.00003770792,0.9526082],"study_design_scores_gemma":[0.007106801,0.001044111,0.1735051,0.5841454,0.01905591,0.0004202615,0.0002285242,0.00002884779,0.000777218,0.000468179,0.2093085,0.003911155],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02537199,0.9718516,0.00001550797,0.00008226014,0.0001143371,0.001062162,0.001364681,0.0000372227,0.0001002535],"genre_scores_gemma":[0.05374104,0.9452962,0.00007343919,0.0001007129,0.0002700454,0.000195223,0.0001343123,0.00007171336,0.0001173179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9486971,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04834278595511428,"score_gpt":0.3537971215901858,"score_spread":0.3054543356350715,"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."}}