{"id":"W4386069873","doi":"10.3390/antiox12091653","title":"Oxidative Stress in Liver Pathophysiology and Disease","year":2023,"lang":"en","type":"review","venue":"Antioxidants","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":443,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Oxidative stress; Fatty liver; Steatohepatitis; Alcoholic liver disease; Cirrhosis; Liver disease; Liver injury; Medicine; Hepatocellular carcinoma; Pathophysiology; Reactive oxygen species; Hepatitis; Viral hepatitis; Disease; Immunology; Biology; Internal medicine; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0000567237,0.000335792,0.001291403,0.0002438944,0.00003412411,0.00001480745,0.00007154176,0.0001407006,0.00005201306],"category_scores_gemma":[0.0001028509,0.0002437264,0.0002636771,0.0002653252,0.00007576252,0.00005102464,0.000116107,0.0001774313,0.0003578389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006878974,"about_ca_system_score_gemma":0.0002750571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006546261,"about_ca_topic_score_gemma":0.00001489481,"domain_scores_codex":[0.9985871,0.0001255668,0.0003335531,0.0005338523,0.0001470544,0.0002728875],"domain_scores_gemma":[0.9989929,0.0001851312,0.0001290466,0.0003102291,0.00003061777,0.0003520832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005014227,0.001094461,0.007049827,0.03450298,0.0006518667,0.007256532,0.00007274529,5.788917e-8,0.000001779924,0.0001900178,0.0008466148,0.948283],"study_design_scores_gemma":[0.004769522,0.0007453983,0.4440693,0.2450563,0.01517009,0.00004918456,0.0001380175,0.00002790327,0.00001276854,0.001166199,0.2870128,0.001782404],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004984809,0.9931307,2.501519e-7,0.00003271983,0.00008915459,0.001072341,0.0005542779,0.00004560058,0.00009019008],"genre_scores_gemma":[0.000834561,0.9978743,0.00001408811,0.00009257635,0.00009877478,0.0002741487,0.0004628411,0.00005257652,0.0002961465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9465005,"threshold_uncertainty_score":0.9938874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06135101697899256,"score_gpt":0.3516572089869425,"score_spread":0.2903061920079499,"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."}}