{"id":"W4318197205","doi":"10.1089/derm.2022.29017.jdk","title":"North American Contact Dermatitis Group Patch Test Results: 2019–2020","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; University of Ottawa; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; McGill University Health Centre; St. Michael's Hospital","funders":"","keywords":"Medicine; Patch test; Patch testing; Dermatology; Contact dermatitis; Contact allergy; Allergic contact dermatitis; Allergen; Allergy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004462645,0.0002783063,0.00018101,0.001360935,0.0003970276,0.000686542,0.0002479193,0.0003834595,0.01725253],"category_scores_gemma":[0.0009839279,0.00008988113,0.0002220798,0.001091527,0.000167345,0.0004687486,0.0002552998,0.0003370036,0.004425953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005561037,"about_ca_system_score_gemma":0.0004114464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006361927,"about_ca_topic_score_gemma":0.007703316,"domain_scores_codex":[0.9993516,0.00008610002,0.0000993873,0.0001088882,0.0002640804,0.00009002078],"domain_scores_gemma":[0.9985405,0.0001213133,0.0005843704,0.00005308541,0.0005590233,0.0001417325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003021339,0.0001634523,0.9017926,0.0003132843,0.0000501948,0.0008341641,0.0001377521,0.0001020334,0.002633357,0.000106202,0.03144131,0.06212345],"study_design_scores_gemma":[0.00001005939,0.0001293659,0.9788807,0.00009696986,0.0000259066,0.003026495,0.0001596783,0.0001289391,0.0005173001,0.00004174059,0.01697619,0.000006720863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8137087,0.009617873,0.001325865,0.002042618,0.0008545943,0.0003462035,0.02978036,0.0004587273,0.1418651],"genre_scores_gemma":[0.9745986,0.001821753,0.000858978,0.0005195952,0.0002937892,0.00009436272,0.009986066,0.0000379231,0.01178889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01725253,"threshold_uncertainty_score":0.05771548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057049887397404,"score_gpt":0.2447559638450083,"score_spread":0.2341854649710342,"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."}}