{"id":"W4361831496","doi":"10.1007/978-3-031-13505-7_26","title":"Vitiligo","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Vitiligo; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007350493,0.0003836199,0.0002507628,0.000454325,0.0004596241,0.000722056,0.0003742474,0.0005184285,0.108331],"category_scores_gemma":[0.0002376129,0.0001144182,0.0002219899,0.000252382,0.0001871607,0.0004457408,0.0007360938,0.0009631123,0.03065753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351149,"about_ca_system_score_gemma":0.0001989812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225256,"about_ca_topic_score_gemma":0.003221366,"domain_scores_codex":[0.9999462,0.00000671527,0.000001320242,0.000009944943,0.00002293928,0.00001291764],"domain_scores_gemma":[0.9999747,0.000004878106,0.000001980488,0.000003954044,0.000006691928,0.000007739229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007945189,0.0001129862,0.0005393305,0.000302158,0.00001175964,0.0008926429,0.000146892,0.0001278904,0.004724626,0.0252672,0.3021084,0.6656866],"study_design_scores_gemma":[0.000009070861,0.000042723,0.001433688,0.0001827728,0.0000074312,0.003999146,0.00006125714,0.00008481272,0.0008495605,0.003827838,0.9894973,0.000004447565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004115147,0.02525493,0.001967798,0.001708769,0.001266452,0.0000649747,0.0002524853,0.0003498577,0.9650195],"genre_scores_gemma":[0.01461001,0.008836105,0.000731644,0.0009891612,0.0002508169,0.00002640461,0.0001698278,0.00005071956,0.9743354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.108331,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947393152893495,"score_gpt":0.2497647239215674,"score_spread":0.2302907923926324,"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."}}