{"id":"W4399703679","doi":"10.1007/s00403-024-02900-w","title":"Epidemiology of seborrheic dermatitis among adults in the United States: a cross-sectional analysis","year":2024,"lang":"en","type":"letter","venue":"Archives of Dermatological Research","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Cross-sectional study; Seborrheic dermatitis; Epidemiology; Dermatology; Medicine; Environmental health; 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":[0.0005995936,0.0002410018,0.000353443,0.0008258641,0.0003871355,0.0005680261,0.0003466433,0.0008321152,0.001148439],"category_scores_gemma":[0.001200736,0.0004438971,0.000585155,0.001821522,0.0002016003,0.0007267198,0.0004224549,0.0005752526,0.0002547819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004400371,"about_ca_system_score_gemma":0.0004511018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02597145,"about_ca_topic_score_gemma":0.02939629,"domain_scores_codex":[0.9994716,0.0001455446,0.0001072017,0.0001199556,0.00009078741,0.00006489088],"domain_scores_gemma":[0.9985923,0.0001903065,0.0005880044,0.0001190046,0.0002885826,0.0002219106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001757812,0.00001589378,0.9994401,0.000004303109,0.00003066149,0.0000284258,0.00002014684,0.000007145172,0.00003607311,0.000002867183,0.0001290971,0.0002675295],"study_design_scores_gemma":[0.000002764844,0.00002945948,0.9994588,0.000004400295,0.00002197614,0.0001098632,0.0001810768,0.00005266184,0.00001098685,0.000003700941,0.0001224838,0.000001706242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958942,0.000475663,0.00009238338,0.0002357194,0.00001907645,0.00001756319,0.002485428,0.000008064783,0.0007719286],"genre_scores_gemma":[0.997781,0.0003699735,0.0001234957,0.000270091,0.00002987975,0.00002191332,0.001099937,0.00000243371,0.0003012971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02597145,"threshold_uncertainty_score":0.05164057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062848587842827,"score_gpt":0.4362870585956053,"score_spread":0.3300021998113226,"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."}}