{"id":"W4200436475","doi":"10.1097/der.0000000000000812","title":"Prevalence of Contact Allergy to Nickel","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; SKiN Health; Quest University Canada; Memorial University of Newfoundland; University of British Columbia","funders":"","keywords":"Medicine; Contact dermatitis; Nickel allergy; Nickel; Patch test; Retrospective cohort study; Allergic contact dermatitis; Dermatology; Nickel compounds; Allergy; Internal medicine; Immunology; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003776385,0.00009980128,0.0002658668,0.00005772048,0.00002929027,0.00001572623,0.00007247485,0.0000425703,0.00189846],"category_scores_gemma":[0.0001212405,0.0000965798,0.00009744441,0.0001442691,0.00001633931,0.00008657538,0.00006174162,0.0000705007,0.0001469853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002391299,"about_ca_system_score_gemma":0.0001154349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005787868,"about_ca_topic_score_gemma":0.00006648831,"domain_scores_codex":[0.9991286,0.00002829141,0.0002942052,0.0001548101,0.0002296374,0.0001644275],"domain_scores_gemma":[0.999247,0.00005124465,0.00005783178,0.0003201553,0.0001948596,0.0001289549],"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":[0.00005408486,0.0008435571,0.1312156,0.005706863,0.0008920596,0.00339401,0.006442782,0.00003457687,0.1544617,0.01826657,0.6029142,0.07577403],"study_design_scores_gemma":[0.0006960937,0.00009401979,0.7817511,0.0005009462,0.00002832234,0.0003706327,0.0001711184,0.00006461366,0.05385295,0.00005718706,0.162293,0.0001199961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520424,0.002073034,0.0006688116,0.01312724,0.0002457636,0.0002487068,0.0000689709,0.00006229657,0.03146276],"genre_scores_gemma":[0.9862464,0.0008173159,0.001451991,0.007255323,0.0000526087,0.00001605838,0.00001956659,0.00001326932,0.004127435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6505355,"threshold_uncertainty_score":0.999014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382339998915385,"score_gpt":0.2568428469899658,"score_spread":0.243019447000812,"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."}}