{"id":"W4297359455","doi":"10.1016/j.jdin.2022.09.003","title":"Management of vitiligo with topical janus tyrosine kinase inhibitor therapy: An evidence-based review","year":2022,"lang":"en","type":"article","venue":"JAAD International","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research; Health Sciences Centre; Women's College Hospital; University of Toronto; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Vitiligo; Medicine; Dermatology; Janus kinase inhibitor; Population; Janus kinase; Calcineurin; Internal medicine; Transplantation","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":[0.004704856,0.001107209,0.005194156,0.00490976,0.0004193076,0.001976153,0.002450815,0.002771932,0.006025289],"category_scores_gemma":[0.02070165,0.0004821155,0.002117745,0.005576368,0.0005611227,0.002643669,0.001041413,0.001746445,0.0007578712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306934,"about_ca_system_score_gemma":0.003888327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227835,"about_ca_topic_score_gemma":0.002845011,"domain_scores_codex":[0.9973415,0.0007384712,0.000955656,0.0002012457,0.0006609048,0.0001022661],"domain_scores_gemma":[0.9834631,0.01048169,0.003149707,0.0001216197,0.002550987,0.0002328533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004199427,0.00004095028,0.0003811302,0.7402591,0.001791525,0.0004191533,0.0001715808,0.0002161254,0.0004127585,0.000701579,0.07402516,0.1811611],"study_design_scores_gemma":[0.0003883431,0.0003283379,0.00221321,0.6549036,0.009467968,0.001815085,0.0002640867,0.000271422,0.0004471336,0.00163198,0.3281875,0.00008120736],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002356857,0.9926662,0.00008905186,0.003909565,0.002624186,0.00004662472,0.0001365769,0.000008708547,0.0002833468],"genre_scores_gemma":[0.003195158,0.9872301,0.0002920182,0.0050254,0.003688378,0.00008535016,0.0001394367,0.000006724863,0.0003373824],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006025289,"threshold_uncertainty_score":0.02488202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576741687856974,"score_gpt":0.3009602897710531,"score_spread":0.2751928728924833,"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."}}