{"id":"W2897741492","doi":"10.1016/j.jaad.2018.09.058","title":"Epidemiology of nickel sensitivity: Retrospective cross-sectional analysis of North American Contact Dermatitis Group data 1994-2014","year":2018,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Sunnybrook Health Science Centre; McGill University; Health Sciences Centre; University of Toronto","funders":"Nickel Producers Environmental Research Association","keywords":"Medicine; Nickel allergy; Contact dermatitis; Patch test; Cross-sectional study; Population; Epidemiology; Nickel; Internal medicine; Retrospective cohort study; Allergy; Dermatology; Surgery; Environmental health; Immunology; Pathology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008294403,0.0002509863,0.003080596,0.0007127949,0.0000888303,0.000003562964,0.0006883925,0.00009683223,0.00004949753],"category_scores_gemma":[0.001187457,0.0001800323,0.0007164788,0.001400518,0.003557279,0.0002329649,0.0003686537,0.0006894346,0.000002769653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009117541,"about_ca_system_score_gemma":0.000160113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000944395,"about_ca_topic_score_gemma":0.0006506104,"domain_scores_codex":[0.995746,0.0009072405,0.002164391,0.000315033,0.0004931351,0.0003741945],"domain_scores_gemma":[0.9901996,0.001429913,0.00723183,0.0005930701,0.0003884586,0.0001571126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000362245,0.0001510363,0.9897558,0.00005313559,0.004041101,0.00003082986,0.0001461798,0.00002506277,0.002122002,0.000257226,0.001966632,0.001088756],"study_design_scores_gemma":[0.0007876622,0.0005423013,0.990287,0.00006074211,0.001315731,0.003574034,0.0001597155,0.001317843,0.001149969,0.00008200807,0.0005881707,0.000134823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930863,0.0003345144,0.0009239349,0.00492121,0.000159508,0.0001457763,0.0003418469,0.000008851302,0.00007808957],"genre_scores_gemma":[0.9950825,0.0006199841,0.001598228,0.002463923,0.0001737105,0.000001379187,0.00002723715,0.00001955435,0.00001346393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005546391,"threshold_uncertainty_score":0.9991544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721588073577042,"score_gpt":0.3578654792716133,"score_spread":0.3206495985358429,"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."}}