{"id":"W4388420447","doi":"10.1016/j.jid.2023.09.037","title":"29 Epidemiology and disease-related characteristics of patients with vitiligo: a retrospective real-world data analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Investigative Dermatology","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"ABB (Canada)","funders":"","keywords":"Vitiligo; Medicine; Epidemiology; Wilcoxon signed-rank test; Socioeconomic status; Disease; Retrospective cohort study; Population; Internal medicine; Pediatrics; Dermatology; Mann–Whitney U test","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":[0.001190268,0.0002480472,0.0006422168,0.001831066,0.00046554,0.001090985,0.0004395476,0.0005548971,0.001965596],"category_scores_gemma":[0.00314909,0.0004007801,0.001170856,0.003306003,0.0003743159,0.0008310463,0.0007210019,0.0005650697,0.0003407973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361739,"about_ca_system_score_gemma":0.000562188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004863142,"about_ca_topic_score_gemma":0.003076472,"domain_scores_codex":[0.9982185,0.0004668106,0.00037623,0.0004989968,0.0002012322,0.0002381692],"domain_scores_gemma":[0.9962837,0.0007851745,0.001879034,0.0004110513,0.000313387,0.0003276672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110014,0.00002311013,0.9991108,0.0000101109,0.0001016156,0.00004851745,0.00002808074,0.00004057177,0.00008252301,0.00001290392,0.00005029461,0.0003804734],"study_design_scores_gemma":[0.000009536284,0.0001137334,0.9986001,0.000007782248,0.00007088971,0.0003594224,0.0002431519,0.0002847721,0.00005877255,0.00001788618,0.000226331,0.000007727211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972042,0.0002799743,0.0001766554,0.00002388241,0.000003916588,0.00001570571,0.002054228,0.000004435707,0.0002370177],"genre_scores_gemma":[0.9980158,0.00009004083,0.0001016237,0.00001481246,0.000004728932,0.00001670481,0.00168656,0.000002562279,0.00006724327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004863142,"threshold_uncertainty_score":0.009669662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032752549042422,"score_gpt":0.3033617831057859,"score_spread":0.2730342576153617,"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."}}