{"id":"W4389330169","doi":"10.1089/derm.2023.0139","title":"Patch Testing with Nickel, Cobalt, and Chromium in Patients with Suspected Allergic Contact Dermatitis","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; McGill University; Health Sciences Centre; University of Ottawa; Montreal General Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Patch testing; Allergic contact dermatitis; Chromium; Contact dermatitis; Dermatology; Cobalt; Nickel; Metallurgy; Allergy; Immunology; Materials science","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"],"consensus_categories":[],"category_scores_codex":[0.00008612475,0.0003119703,0.0005505387,0.0002974453,0.0001424786,0.0001035495,0.00009687303,0.00009058497,0.0001588468],"category_scores_gemma":[0.00009314514,0.0002461284,0.00003454534,0.000880298,0.00008749024,0.000355759,0.00007299778,0.0002568926,0.00008002605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009374275,"about_ca_system_score_gemma":0.0001267943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101343,"about_ca_topic_score_gemma":0.002847173,"domain_scores_codex":[0.9981632,0.00005994672,0.0004415545,0.0003518639,0.0004631857,0.0005202212],"domain_scores_gemma":[0.9989216,0.0001948196,0.0001555725,0.0003085462,0.0002194122,0.0002000159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002844379,0.00009801897,0.9825676,0.0002572623,0.00009855257,0.000809823,0.0007602283,0.00001327304,0.00004011996,0.00006768852,0.01221296,0.003046001],"study_design_scores_gemma":[0.006970293,0.0005335499,0.9857402,0.001005937,0.0000444099,0.0002244151,0.0003205115,0.001015934,0.0001437195,0.00002758333,0.003637709,0.0003357677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919043,0.0001454524,0.00002254265,0.002939711,0.00006471311,0.0007289543,0.00005302917,0.0002913704,0.003849914],"genre_scores_gemma":[0.9966273,0.0001563249,0.0006259079,0.001942852,0.00004442486,0.00007198925,0.0002874623,0.00005744757,0.0001862618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008575253,"threshold_uncertainty_score":0.9999991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085090203787237,"score_gpt":0.2185304328199597,"score_spread":0.2076795307820874,"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."}}