{"id":"W2160722363","doi":"10.2310/7750.2012.12005","title":"The Pathogenesis of Vitiligo","year":2013,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Vitiligo; Medicine; Disease; Pathogenesis; Genetic predisposition; Immunology; Dermatology; Pathology","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":[0.000606277,0.0001603446,0.0009221219,0.00009158406,0.0000477542,0.000008923092,0.0001169971,0.0001549573,0.00002321716],"category_scores_gemma":[0.0003958638,0.00007967185,0.0003014158,0.00006299283,0.0001236696,0.000001809369,0.00002348654,0.0001113011,0.000001101485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006647809,"about_ca_system_score_gemma":0.0001807295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004138772,"about_ca_topic_score_gemma":0.000001323066,"domain_scores_codex":[0.998531,0.0001681015,0.0008696148,0.00009958298,0.0002144325,0.0001172142],"domain_scores_gemma":[0.9980797,0.0005354817,0.0009799895,0.0001635905,0.0001595976,0.0000816696],"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":[0.00001972136,0.00001177548,0.00002022342,0.001311641,0.0001915237,0.00007929846,0.00001942352,9.271165e-8,0.001441503,0.000005808888,0.03382115,0.9630778],"study_design_scores_gemma":[0.00005924335,0.0001957061,0.000003681145,0.002412952,0.0003333241,0.004508692,0.00009765813,3.694464e-7,0.0001004032,0.0000207067,0.9921871,0.00008009554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003120909,0.9960485,0.00002328163,0.00008301117,0.0004510654,0.0001001378,0.000003614098,7.533863e-7,0.000168735],"genre_scores_gemma":[0.000376629,0.9983858,0.00003205054,0.00006230863,0.0007676294,0.000003192852,0.0000196994,0.00001655841,0.0003361533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9629977,"threshold_uncertainty_score":0.3248923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089792058511305,"score_gpt":0.3167459647625654,"score_spread":0.2758480441774524,"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."}}