{"id":"W3092227026","doi":"10.1016/j.jaad.2020.10.003","title":"Contact dermatitis to personal care products is increasing (but different!) in males and females: North American Contact Dermatitis Group data, 1996-2016","year":2020,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Ottawa; Montreal General Hospital; University of Toronto; McGill University; Health Sciences Centre","funders":"","keywords":"Contact dermatitis; Allergic contact dermatitis; Medicine; Irritant contact dermatitis; Dermatology; Patch test; Population; Allergy; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001192217,0.0003809704,0.001820624,0.0003092332,0.0001095046,0.00004121071,0.0007202398,0.00007085397,0.00002021946],"category_scores_gemma":[0.0005164688,0.000272657,0.0001887662,0.0006161365,0.0005003155,0.0003816462,0.0004502589,0.0008311688,0.000005694773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047593,"about_ca_system_score_gemma":0.0001936151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000653533,"about_ca_topic_score_gemma":0.0003196007,"domain_scores_codex":[0.9968706,0.0004832602,0.001232109,0.0004005301,0.0005358237,0.0004776522],"domain_scores_gemma":[0.9970586,0.0003917032,0.001709337,0.0002920431,0.0001339779,0.0004143296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003421544,0.00007951321,0.9721089,0.0004902095,0.0002870327,0.0003098027,0.004948887,9.635451e-7,0.006367108,0.00002228237,0.004616079,0.01042709],"study_design_scores_gemma":[0.001538741,0.0004333111,0.9733837,0.0005938082,0.0002023287,0.008440497,0.005383201,0.0001527506,0.002215513,0.000005177433,0.007386982,0.0002639586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853355,0.002049937,0.00003831224,0.1118446,0.00007276522,0.0003922473,0.0002087464,0.00001649587,0.00004140397],"genre_scores_gemma":[0.9703333,0.001742861,0.001147816,0.02651202,0.0001945484,0.000006218475,0.00001922496,0.00003903902,0.000004998295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08533258,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982604107862427,"score_gpt":0.2896746254717877,"score_spread":0.2598485843931634,"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."}}