{"id":"W2515683145","doi":"","title":"Pathogenesis of vitiligo: Immunomodulating therapies favored course of action","year":2009,"lang":"en","type":"article","venue":"Dermatology Times","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitiligo; Medicine; Pathogenesis; Immunology; Immune system; Dermatology; Disease; Tacrolimus; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004956971,0.00007398488,0.0001453016,0.00002849169,0.00002745515,0.000002273718,0.00006732479,0.00009785705,0.00002637502],"category_scores_gemma":[0.00001334707,0.00006792846,0.00005635692,0.00003904479,0.00005399896,0.000003236236,0.00001124489,0.00002234617,0.000001427691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002098749,"about_ca_system_score_gemma":0.00002224871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005155113,"about_ca_topic_score_gemma":0.000002697816,"domain_scores_codex":[0.9994958,0.00006137063,0.0001975916,0.0001091419,0.00004784248,0.00008826303],"domain_scores_gemma":[0.9996295,0.00001136923,0.000139965,0.0001511624,0.00005378675,0.00001424034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004426602,0.00005265303,0.007240691,0.00001252276,0.00004519072,0.000001197524,0.000142668,0.00001253498,0.9807968,0.0001555833,0.0003560734,0.01113981],"study_design_scores_gemma":[0.0002796798,0.0001035763,0.05578725,0.000007189745,0.00001500484,0.00004820496,0.0003845471,0.0001086048,0.9427245,0.0002229242,0.0002573933,0.00006112728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973413,0.0011125,0.0007696197,0.0001175142,0.00005380047,0.00006438621,0.000008854573,0.000006191396,0.0005258036],"genre_scores_gemma":[0.9988391,0.000110094,0.0008013875,0.00007425734,0.00001970026,0.0000027609,0.00009273005,0.000005235906,0.00005474827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04854656,"threshold_uncertainty_score":0.2770042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068964399301957,"score_gpt":0.2781695887506436,"score_spread":0.267479944757624,"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."}}