{"id":"W4408096388","doi":"10.1503/cmaj.240778","title":"Vitiligo","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Vitiligo; Dermatology; Medicine; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000181174,0.0004041205,0.0005087449,0.0007398119,0.0009060674,0.001029267,0.0004419861,0.0007842425,0.06583858],"category_scores_gemma":[0.0009263367,0.000118107,0.0003466665,0.0006283143,0.0002941517,0.0004607192,0.0008325807,0.001173875,0.01286484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009122012,"about_ca_system_score_gemma":0.0004697611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003794304,"about_ca_topic_score_gemma":0.004056724,"domain_scores_codex":[0.9997564,0.00002412227,0.000008547287,0.00003798648,0.00009664406,0.00007621392],"domain_scores_gemma":[0.9998636,0.00001763223,0.00002251718,0.00001389396,0.00003671997,0.0000456067],"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":[0.0005470755,0.0004830669,0.01554972,0.002230384,0.0001004432,0.007722804,0.0003241785,0.000194005,0.01686461,0.01140455,0.1988683,0.7457109],"study_design_scores_gemma":[0.0001442518,0.0005038963,0.04212383,0.001623922,0.0001390294,0.08729799,0.0003317407,0.0003020672,0.004238521,0.004572016,0.8586834,0.00003934459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.09858134,0.1924518,0.006787107,0.01029201,0.002737386,0.0007919174,0.003845275,0.002547142,0.6819659],"genre_scores_gemma":[0.6436335,0.06359909,0.003146709,0.01271235,0.001505775,0.0002418186,0.00335037,0.0003091509,0.2715012],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06583858,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00284642901413746,"score_gpt":0.2361831371149247,"score_spread":0.2333367081007872,"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."}}