{"id":"W4205200038","doi":"10.5772/26116","title":"The Pathogenesis of Vitiligo","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Vitiligo; Pathogenesis; Medicine; Dermatology; Immunology","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":[0.0001101278,0.0001501531,0.0001263827,0.00002483337,0.00004941074,0.00000758833,0.0002148182,0.0002659117,0.00005314069],"category_scores_gemma":[0.00001483549,0.0001109886,0.0001338624,0.000002410082,0.0001365795,3.080535e-7,0.00008914919,0.00008025712,0.00002028324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006547423,"about_ca_system_score_gemma":0.0000471876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008019061,"about_ca_topic_score_gemma":0.00003139725,"domain_scores_codex":[0.9993659,0.00001298219,0.0002233176,0.000191221,0.0001050824,0.0001014666],"domain_scores_gemma":[0.9993143,0.00001241566,0.0001621877,0.0003940463,0.00008743464,0.00002961922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000515391,0.000003531493,0.000004973592,0.00001498914,0.00008027218,0.000002943203,0.00003255893,9.557662e-9,0.9539299,0.007976767,0.0007904852,0.03711203],"study_design_scores_gemma":[0.00007057535,0.0001146097,0.00001061595,0.00003180377,0.00002454445,0.000007391355,0.00001104189,9.6123e-8,0.7202102,0.006632193,0.2727844,0.000102578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004118032,0.0009108754,0.0008553853,0.000009189403,0.0002637013,0.0002081905,0.0000429367,0.000009662104,0.993582],"genre_scores_gemma":[0.3186188,0.0004061092,0.0001377426,0.00008290604,0.0001987274,0.00002208943,0.0000671372,0.00004793494,0.6804185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3145008,"threshold_uncertainty_score":0.4525984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831079030105231,"score_gpt":0.2366130177879317,"score_spread":0.2183022274868794,"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."}}