{"id":"W4410076416","doi":"10.1503/cmaj.240778-f","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","funders":"","keywords":"Vitiligo; Computer science; Dermatology; Medicine","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":[0.000285236,0.0003777623,0.0004931942,0.0008777388,0.001079786,0.001178908,0.0004564212,0.001043606,0.07622003],"category_scores_gemma":[0.001539445,0.0001396403,0.0004498574,0.0007087603,0.0003527465,0.0005759213,0.000786807,0.001805729,0.01421306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290835,"about_ca_system_score_gemma":0.0007111816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007480132,"about_ca_topic_score_gemma":0.007570127,"domain_scores_codex":[0.9997033,0.0000378024,0.00001161899,0.00004917406,0.0001063783,0.00009164785],"domain_scores_gemma":[0.9997528,0.00003643018,0.00003665873,0.00002764313,0.00006974841,0.00007670224],"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":[0.0009647044,0.0004269572,0.02035721,0.001616417,0.0001593344,0.008643931,0.0004350076,0.0001396724,0.01038807,0.01815792,0.241583,0.6971276],"study_design_scores_gemma":[0.0001626801,0.0004623149,0.05218383,0.001712713,0.0001609854,0.06487381,0.0004860912,0.0002438734,0.002826116,0.007456853,0.8693843,0.000046376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08415975,0.2408069,0.004864112,0.03003858,0.005606617,0.0004315015,0.003402153,0.001670239,0.6290202],"genre_scores_gemma":[0.5337725,0.06158557,0.001954896,0.01812064,0.002669966,0.0001760247,0.002368154,0.0002656002,0.3790867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07622003,"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."}}