{"id":"W2531910994","doi":"10.1155/2016/7909186","title":"Harmful and Beneficial Role of ROS","year":2016,"lang":"en","type":"editorial","venue":"Oxidative Medicine and Cellular Longevity","topic":"Redox biology and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Reactive oxygen species; Oxidative stress; Superoxide dismutase; Antioxidant; Neurodegeneration; Mitochondrial ROS; Endogeny; Chemistry; Pharmacology; Carcinogenesis; Cell biology; Biochemistry; Biology; Medicine; Internal medicine","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":[0.0004343915,0.0003968946,0.0006633526,0.00007995356,0.00009851856,0.000007323905,0.0002100165,0.0008867154,0.00007688713],"category_scores_gemma":[0.0008065414,0.0002711945,0.00007982318,0.00005733179,0.001126391,0.000006457865,0.000275295,0.0003265104,0.000003028226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009333539,"about_ca_system_score_gemma":0.00008888431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007325598,"about_ca_topic_score_gemma":0.00004292178,"domain_scores_codex":[0.9981865,0.0002195337,0.0003582884,0.0006995303,0.0002650017,0.0002711743],"domain_scores_gemma":[0.9986752,0.0001920813,0.0003451072,0.0003694265,0.0002815895,0.0001366067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003278416,0.00005037265,0.001291433,0.0001774364,0.0002560249,0.000008232147,0.0001952897,6.802687e-8,0.7679685,0.00008657623,0.2169279,0.01271034],"study_design_scores_gemma":[0.001050168,0.0009443454,0.0003851905,0.0002201168,0.0001487762,0.00000254601,0.0002025496,0.000001216703,0.2900679,0.0003144184,0.7063417,0.0003210577],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.6786219,0.08169218,0.001284123,0.0005142125,0.2281264,0.0009898858,0.001716871,0.00003020233,0.007024156],"genre_scores_gemma":[0.4286061,0.01549192,0.000105372,0.00007088036,0.5506611,0.00003977901,0.002641566,0.00007292262,0.002310385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4894138,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006926596557224311,"score_gpt":0.2611665634891436,"score_spread":0.2542399669319193,"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."}}