{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007122073,0.0006009409,0.0005953517,0.0006622624,0.0004106042,0.001128023,0.0004125941,0.0008667446,0.002675789],"category_scores_gemma":[0.0005052473,0.00012296,0.0002812602,0.0005238291,0.0006813305,0.000856333,0.0006862943,0.001318441,0.0007290005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003737081,"about_ca_system_score_gemma":0.0008004847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004163998,"about_ca_topic_score_gemma":0.0005477011,"domain_scores_codex":[0.9997237,0.00008296849,0.00003714687,0.00005032432,0.00006695869,0.00003882907],"domain_scores_gemma":[0.999562,0.00007729556,0.0001398438,0.00001542812,0.0001268884,0.00007851339],"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":[0.002490935,0.0006701267,0.06299268,0.01683457,0.0005592799,0.004631121,0.001751552,0.0007692542,0.1195794,0.04571205,0.04537243,0.6986365],"study_design_scores_gemma":[0.0002220277,0.003047723,0.1809248,0.006556439,0.001345234,0.01533054,0.003576508,0.002720779,0.03951116,0.1073058,0.6392511,0.0002078336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02911981,0.9463131,0.003923682,0.01252105,0.002709131,0.00006436557,0.0002221569,0.00007973984,0.005046837],"genre_scores_gemma":[0.2987575,0.6833602,0.003827184,0.002679501,0.004539022,0.00007867608,0.0004644553,0.00001867842,0.006274798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002675789,"threshold_uncertainty_score":0.008951426,"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."}}