{"id":"W2027477413","doi":"10.2340/00015555-1981","title":"Stigmatisation, Avoidance Behaviour and Difficulties in Coping are Common Among Adult Patients with Vitiligo","year":2015,"lang":"en","type":"article","venue":"Acta Dermato Venereologica","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Medicine; Anxiety; Vitiligo; Learned helplessness; Dermatology Life Quality Index; Mood; Avoidance coping; Beck Depression Inventory; Coping (psychology); Psychiatry; Clinical psychology; Quality of life (healthcare); Depression (economics); Social anxiety; Disease; Dermatology; Internal medicine","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":[0.00005843778,0.0001187591,0.0001360214,0.00002808736,0.00005448753,0.00002496445,0.00008150853,0.00009873397,0.000003221239],"category_scores_gemma":[0.00006093618,0.00009388487,0.00001279766,0.00004869248,0.00008444417,0.00001241401,0.00005654198,0.00006070552,0.00000147872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001608189,"about_ca_system_score_gemma":0.00001463415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006262187,"about_ca_topic_score_gemma":0.00042225,"domain_scores_codex":[0.9992895,0.00007993513,0.0001638637,0.0002060588,0.000117275,0.0001433923],"domain_scores_gemma":[0.99957,0.00001173338,0.0001202623,0.0001424318,0.0000878846,0.00006772474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004862779,0.00005856058,0.996728,0.00001276328,0.000007031228,0.000004933443,0.0002338705,0.00003384453,0.001268881,0.00001753599,0.001462582,0.0001233449],"study_design_scores_gemma":[0.001117983,0.00009576251,0.9889965,0.00004370818,0.000007269949,0.000006467661,0.0006055809,0.00004746242,0.008803339,0.00003542987,0.00009659417,0.0001439165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992945,0.0001300709,0.00006956777,0.0001239849,0.00004387297,0.00018245,0.00001158145,0.00001246371,0.0001315134],"genre_scores_gemma":[0.9989735,0.0000451403,0.0003221264,0.000291055,0.00002173623,0.00003668221,0.0002713992,0.00000912335,0.00002919782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007731538,"threshold_uncertainty_score":0.3828514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008252951204631355,"score_gpt":0.217464331689665,"score_spread":0.2092113804850337,"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."}}