{"id":"W2766234204","doi":"10.1111/ijd.13795","title":"Dermoscopy in vitiligo: diagnosis and beyond","year":2017,"lang":"en","type":"article","venue":"International Journal of Dermatology","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Vitiligo; Depigmentation; Medicine; Dermatology; Pigmentation disorder; Lesion; Telangiectasia; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004437972,0.0000495125,0.00008989366,0.00006301684,0.00003340039,0.00003968878,0.0002459175,0.00006124526,0.00001470238],"category_scores_gemma":[0.0001425643,0.00004620433,0.00002955858,0.000005913204,0.00006229326,0.0000118673,0.00006687225,0.00005532663,0.000001529215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007862497,"about_ca_system_score_gemma":0.00002741025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007766628,"about_ca_topic_score_gemma":0.0000446569,"domain_scores_codex":[0.9995378,0.00002922222,0.0002001117,0.00007319167,0.00009322746,0.00006647468],"domain_scores_gemma":[0.9995558,0.00001613236,0.0002157801,0.00008400026,0.00009550924,0.00003273357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001609879,0.00008290975,0.9148277,0.000006278301,0.0001026089,0.0009507086,0.0001249653,0.000003553232,0.07009668,0.001054131,0.002525421,0.01006405],"study_design_scores_gemma":[0.00442262,0.0002369481,0.3592733,0.00007229517,0.00002654438,0.02104109,0.000311409,0.0001172658,0.5847054,0.004296065,0.02525331,0.0002438182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928929,0.0004014212,0.0003226434,0.004686476,0.0006148103,0.0000264092,0.00000247502,6.362386e-7,0.001052204],"genre_scores_gemma":[0.9981474,0.0008159662,0.0006225799,0.0002505236,0.0001255804,0.0000029013,0.000005926832,0.000004122438,0.00002502773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5555544,"threshold_uncertainty_score":0.1884158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089800736780957,"score_gpt":0.3174126906291373,"score_spread":0.3065146832613277,"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."}}