{"id":"W3135695919","doi":"10.3389/fimmu.2021.613031","title":"Vitiligo Skin Biomarkers Associated With Favorable Therapeutic Response","year":2021,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Vitiligo; Depigmentation; Medicine; Tacrolimus; Immune system; Disease; Dermatology; Immunology; Pigmentation disorder; Internal medicine; Oncology; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003614482,0.0002153708,0.0003952889,0.0006222044,0.000252383,0.0005261613,0.0001324451,0.0003305546,0.002028506],"category_scores_gemma":[0.0007867803,0.00007663431,0.0003287131,0.0006395918,0.0001812157,0.0002555163,0.0002545561,0.0004466946,0.0002626056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771047,"about_ca_system_score_gemma":0.00009966452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003167309,"about_ca_topic_score_gemma":0.0004005086,"domain_scores_codex":[0.9997209,0.00005713537,0.00003453796,0.00007329195,0.00005909838,0.00005504804],"domain_scores_gemma":[0.9993306,0.0001204731,0.0003140599,0.00002618116,0.0001213839,0.00008729808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001759612,0.000184241,0.920037,0.0002567017,0.0001922007,0.0004597991,0.0001929005,0.0004877794,0.04896661,0.00009956294,0.0006594153,0.02670417],"study_design_scores_gemma":[0.00001767722,0.0003639195,0.9934422,0.00002263465,0.00009267663,0.0007866826,0.0002061975,0.0006417246,0.003320481,0.0001089576,0.0009877515,0.000009051497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959661,0.001940337,0.0003925531,0.00008146749,0.00001491996,0.00003352058,0.00052899,0.00001834599,0.001023667],"genre_scores_gemma":[0.9988055,0.0001952495,0.0003043374,0.00003978691,0.00001174949,0.00002094608,0.0003727482,0.000003226397,0.0002463752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002028506,"threshold_uncertainty_score":0.006785989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006363389501732832,"score_gpt":0.2248837927158075,"score_spread":0.2185204032140746,"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."}}