{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001955683,0.0004809758,0.0004802277,0.002442339,0.0005496227,0.0014162,0.0006998856,0.001132739,0.002194594],"category_scores_gemma":[0.00464074,0.0002550025,0.0002597512,0.001452667,0.002229791,0.002048775,0.001068483,0.001595148,0.0008658688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006367159,"about_ca_system_score_gemma":0.0006979859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159902,"about_ca_topic_score_gemma":0.0008308146,"domain_scores_codex":[0.9989065,0.0003734851,0.0001454067,0.000155022,0.0003135428,0.0001060768],"domain_scores_gemma":[0.9961981,0.00157075,0.001080288,0.0003473281,0.0004773177,0.0003261875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003937896,0.0002354201,0.5489603,0.001489894,0.00008217873,0.03607494,0.001162109,0.0005094029,0.01099972,0.006181624,0.007777778,0.3861329],"study_design_scores_gemma":[0.00003534063,0.000546811,0.3601228,0.002345373,0.0001064232,0.5589939,0.001913209,0.001700498,0.005175906,0.006733312,0.06223394,0.00009247107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3890867,0.5501332,0.01638805,0.01079656,0.001050264,0.0001552131,0.0003485175,0.000361937,0.0316796],"genre_scores_gemma":[0.9198189,0.07016002,0.004929746,0.0011384,0.001450007,0.0000270981,0.0001528909,0.00003658263,0.002286307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002442339,"threshold_uncertainty_score":0.01034278,"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."}}