{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001471535,0.0003812885,0.0007429179,0.0002680425,0.000238788,0.0001461695,0.0002435847,0.00007915711,0.0002333621],"category_scores_gemma":[0.0004510721,0.0003584614,0.0002320896,0.001345075,0.0001352474,0.0003733642,0.0001401768,0.0003478313,0.002668771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067889,"about_ca_system_score_gemma":0.00009808449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142455,"about_ca_topic_score_gemma":0.007941468,"domain_scores_codex":[0.9972875,0.00007847104,0.0008675345,0.000460641,0.0006048817,0.0007010094],"domain_scores_gemma":[0.9979786,0.0004968116,0.0003089906,0.0006834122,0.0001631837,0.0003690625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000107073,0.0001037945,0.22853,0.0001430019,0.0001044085,0.001659492,0.0008646272,0.000003057561,0.0001234358,0.00007023877,0.7409381,0.02744918],"study_design_scores_gemma":[0.001634441,0.0002567499,0.7254654,0.0001664317,0.00004987741,0.0004023066,0.0003527368,0.0006681907,0.0001888858,0.00002182485,0.2704881,0.0003050815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261853,0.0003485112,0.0001382784,0.05382501,0.0005955729,0.0009162801,0.002501362,0.0013735,0.01411623],"genre_scores_gemma":[0.9785956,0.003137442,0.0004510294,0.01312928,0.0003725779,0.0000981286,0.002631641,0.00007543629,0.001508883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4969354,"threshold_uncertainty_score":0.9998868,"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."}}