{"id":"W4409742415","doi":"10.1089/derm.2024.0474","title":"North American Contact Dermatitis Group Patch Test Results: 2021–2022","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Patch test; Patch testing; Contact dermatitis; Dermatology; Test (biology); Group (periodic table); Immunology; Geology; Allergy; Paleontology","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":[0.0003962825,0.0003301531,0.0001896402,0.0008120021,0.0003263963,0.0006063152,0.0002475102,0.0004259784,0.01765199],"category_scores_gemma":[0.0008216685,0.000103163,0.0001966904,0.0005862617,0.0001553121,0.000388841,0.0001914901,0.0002596467,0.004772966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000413733,"about_ca_system_score_gemma":0.000286034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003248319,"about_ca_topic_score_gemma":0.004197158,"domain_scores_codex":[0.9994524,0.00008404256,0.00006197501,0.00009305281,0.0002340972,0.00007447314],"domain_scores_gemma":[0.9992484,0.00008584371,0.0002040569,0.0000362304,0.0003288332,0.00009654559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004035688,0.0002205095,0.9181866,0.0001999982,0.00006175126,0.001787365,0.0001153576,0.00007988236,0.006339805,0.0000942135,0.01815573,0.05435515],"study_design_scores_gemma":[0.00001673376,0.0002025279,0.9794572,0.00006727519,0.00003634038,0.007528804,0.000153145,0.0001714132,0.001175412,0.00004421825,0.01113984,0.000007071674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.873974,0.004880088,0.00144652,0.001002871,0.0004108696,0.0002432813,0.005738667,0.0003012054,0.1120024],"genre_scores_gemma":[0.9856359,0.0008195232,0.0007581295,0.0003970563,0.000124131,0.00005038025,0.003018904,0.00002588663,0.009170166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765199,"threshold_uncertainty_score":0.05905181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006910457116099523,"score_gpt":0.2414506394074058,"score_spread":0.2345401822913062,"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."}}