{"id":"W4391650165","doi":"10.1177/12034754231223699","title":"Real-World Experience of Vitiligo Patients: A Retrospective Chart Review","year":2024,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health; Queen's University; University of Toronto; Trent University","funders":"","keywords":"Medicine; Vitiligo; Retrospective cohort study; Medical record; Dermatology; Chart; Presentation (obstetrics); Population; Pediatrics; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005863282,0.0002307172,0.0002915929,0.001820933,0.0010848,0.0008149263,0.0005806957,0.0003186766,0.00176097],"category_scores_gemma":[0.002830632,0.0002388824,0.0001812402,0.002530577,0.0006664257,0.0004232831,0.0005861321,0.0003205426,0.0002595566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004068462,"about_ca_system_score_gemma":0.004383762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2351513,"about_ca_topic_score_gemma":0.3143879,"domain_scores_codex":[0.9990422,0.000124215,0.0001248744,0.0001478271,0.0003651285,0.0001956944],"domain_scores_gemma":[0.9964612,0.0005004262,0.001407853,0.0001375183,0.001022093,0.0004709115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002750742,0.00003207165,0.9938639,0.00004939394,0.00001147423,0.001700682,0.001184901,0.00002478251,0.0001501715,0.0000229832,0.0005055109,0.002426545],"study_design_scores_gemma":[0.000006294631,0.0001142366,0.9880109,0.00006389026,0.0000186949,0.005015298,0.004495871,0.00009079692,0.0001344753,0.00001218246,0.002022735,0.00001449841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953112,0.0008711711,0.000123305,0.00008526273,0.000006419053,0.00009823456,0.001875756,0.000009797021,0.001618927],"genre_scores_gemma":[0.9977618,0.0006603503,0.0001961385,0.0000781413,0.000008255858,0.00003239289,0.001033397,0.000003886722,0.0002256314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2351513,"threshold_uncertainty_score":0.4675652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484131800956032,"score_gpt":0.2989013940609105,"score_spread":0.2840600760513502,"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."}}