{"id":"W4391310974","doi":"10.1089/derm.2023.0310","title":"Supplemental Patch Testing Identifies Allergens Missed by Standard Screening Series","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Patch test; Dermatology; Allergic contact dermatitis; Contact dermatitis; Demographics; Allergen; Cohort; Series (stratigraphy); Internal medicine; Allergy; Immunology; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007679943,0.0003914752,0.0002873188,0.001135873,0.0002341276,0.0005190513,0.000321903,0.0003680319,0.003131745],"category_scores_gemma":[0.003985806,0.0002246103,0.0003273695,0.0006216846,0.0002605469,0.0006777592,0.0003340126,0.0004669277,0.0006929969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002392571,"about_ca_system_score_gemma":0.0002251034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374045,"about_ca_topic_score_gemma":0.001657054,"domain_scores_codex":[0.9991404,0.0001845259,0.0001045523,0.0001432568,0.0002875577,0.0001397291],"domain_scores_gemma":[0.9971348,0.0006672121,0.001364427,0.0001831872,0.0004081278,0.0002422003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117067,0.00002986607,0.9944078,0.00001868896,0.00001103209,0.0008423105,0.00003593903,0.00002967223,0.000850469,0.000009314644,0.0003106136,0.003342705],"study_design_scores_gemma":[0.000007256023,0.0003570896,0.9861697,0.00004228114,0.00002733982,0.01116016,0.0002047837,0.0006054909,0.0008794501,0.00003011803,0.0005127979,0.000003588445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979143,0.0003248147,0.0002007921,0.00004028109,0.00001653442,0.00001632921,0.0001082843,0.00001602364,0.00136266],"genre_scores_gemma":[0.9994973,0.00008774395,0.0001634332,0.00002651211,0.00001827596,0.000003856476,0.0001105764,0.000003728618,0.00008846857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003131745,"threshold_uncertainty_score":0.01047677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204208102140054,"score_gpt":0.2688935795330289,"score_spread":0.2468514985116284,"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."}}