{"id":"W2731790925","doi":"10.1111/ijd.13695","title":"Role of oxidative stress in melasma: a prospective study on serum and blood markers of oxidative stress in melasma patients","year":2017,"lang":"en","type":"article","venue":"International Journal of Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Melasma; Malondialdehyde; Medicine; Oxidative stress; Superoxide dismutase; Glutathione peroxidase; Internal medicine; Pathogenesis; Gastroenterology; Dermatology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001260345,0.0001592867,0.0006452931,0.0005837235,0.00003672122,0.00001900377,0.0003663736,0.0001030736,0.0000243244],"category_scores_gemma":[0.0004446273,0.0001146797,0.00007460523,0.00007327314,0.0002623874,0.0002047348,0.0001711293,0.0003576317,0.000001226386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008862098,"about_ca_system_score_gemma":0.0001179821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001306157,"about_ca_topic_score_gemma":0.0002623471,"domain_scores_codex":[0.9980783,0.0002048851,0.000724786,0.0001981014,0.0006039788,0.0001899771],"domain_scores_gemma":[0.9978948,0.0002240209,0.0009084439,0.000187297,0.0007059706,0.00007952339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002286834,0.005780344,0.9838948,0.00003257007,0.001052939,0.002281155,0.002422501,0.000007551858,0.00073597,0.0003314033,0.000009723708,0.001164252],"study_design_scores_gemma":[0.0125582,0.00162557,0.9308824,0.0004618917,0.00007248048,0.0007994992,0.004832168,0.00003770202,0.04817461,0.0004779705,0.000004085422,0.00007343975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965404,0.000110057,0.000002393636,0.00110988,0.000139633,0.000491752,0.00007353881,0.000002088236,0.001530275],"genre_scores_gemma":[0.9996675,0.00008315703,0.0001628345,0.00001186303,0.00001642452,0.00001261225,0.00000580565,0.000009782669,0.00002998012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05301237,"threshold_uncertainty_score":0.4676501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425489895355019,"score_gpt":0.3276375008582734,"score_spread":0.3133826019047232,"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."}}