{"id":"W3131061677","doi":"10.1111/cod.13824","title":"Prevalence and trend of allergen sensitization in patients with nummular (discoid) eczema referred for patch testing: North American Contact Dermatitis Group data, 2001–2016","year":2021,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Health Sciences Centre; University of Ottawa; Montreal General Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Allergic contact dermatitis; Allergen; Dermatology; Odds ratio; Atopic dermatitis; Contact dermatitis; Irritant contact dermatitis; Patch test; Allergy; Concomitant; Patch testing; Logistic regression; Sensitization; Immunology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001323869,0.0003671945,0.0008837986,0.0001831795,0.0001140234,0.00007754585,0.0001914239,0.00007927619,0.00009233342],"category_scores_gemma":[0.0004595854,0.000334969,0.00007066112,0.0004764497,0.00009185495,0.0007064495,0.0001540531,0.0001776152,0.000003944857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008808403,"about_ca_system_score_gemma":0.0002630833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027308,"about_ca_topic_score_gemma":0.01793129,"domain_scores_codex":[0.9975135,0.0001489376,0.0008520723,0.0005844861,0.0004201913,0.0004807621],"domain_scores_gemma":[0.9975933,0.000480781,0.000483366,0.0008226226,0.0004010632,0.0002188674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009777159,0.0003073603,0.9806477,0.0009958849,0.0001901077,0.0001567934,0.0005381648,0.000005746257,0.0003424045,0.0000449395,0.004361239,0.01231183],"study_design_scores_gemma":[0.005698219,0.0006560726,0.9868745,0.001293611,0.0001816449,0.0001006484,0.0001744461,0.002158359,0.0004591851,0.00001868634,0.001999247,0.0003853954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943904,0.0007110372,0.0007433766,0.001156837,0.0001055053,0.001117268,0.001254479,0.00005370931,0.0004673384],"genre_scores_gemma":[0.9911528,0.0009076237,0.003674821,0.0008099756,0.00006134922,0.00006334381,0.003148454,0.00005938042,0.0001222456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01690398,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273994592542749,"score_gpt":0.2524670025206661,"score_spread":0.2297270565952386,"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."}}