{"id":"W2772290212","doi":"10.1002/9781119135388.ch9","title":"Biomarkers of oxidative stress and cellular-based assays of indirect antioxidant measurement","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Antioxidant Activity and Oxidative Stress","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Agriculture and Agri-Food Canada","funders":"","keywords":"Antioxidant; Oxidative stress; Chemistry; Enzyme; Biochemistry; Transcription factor; Oxidative damage; Oxidative phosphorylation; Cell; Cell biology; Biology; Gene","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":[0.0009836184,0.001547979,0.001234469,0.003138122,0.0003926937,0.00221589,0.001304094,0.001398211,0.01528273],"category_scores_gemma":[0.000959521,0.0005325223,0.0006227173,0.002410017,0.0007989838,0.002738186,0.001197415,0.002565479,0.0158154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007534264,"about_ca_system_score_gemma":0.0006016347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003487761,"about_ca_topic_score_gemma":0.0007617318,"domain_scores_codex":[0.9989214,0.0001463992,0.00005454491,0.0001757732,0.0006585082,0.0000433559],"domain_scores_gemma":[0.9995403,0.0001775337,0.00004977331,0.00002773985,0.0001762762,0.00002834868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002162636,0.0002597914,0.0009186431,0.007244132,0.00008450803,0.0005580978,0.0004885751,0.0006448725,0.1346529,0.06427947,0.09884243,0.6918104],"study_design_scores_gemma":[0.000006898707,0.0001339826,0.0005421096,0.0005458476,0.00002968966,0.001231614,0.0001112296,0.0002385594,0.03036668,0.009329496,0.9574241,0.00003963875],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003963964,0.7910789,0.06708211,0.003822807,0.009396904,0.0003830136,0.001388498,0.001168029,0.1217159],"genre_scores_gemma":[0.02299553,0.6040045,0.09472115,0.004916585,0.003962624,0.000896513,0.003042652,0.0005198971,0.2649406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01528273,"threshold_uncertainty_score":0.05112576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05279924204244791,"score_gpt":0.2679042174466215,"score_spread":0.2151049754041736,"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."}}