{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000393182,0.0001529039,0.0002152367,0.001298676,0.0009699932,0.0006419811,0.0004905337,0.000287696,0.003770492],"category_scores_gemma":[0.001699475,0.0001741449,0.000197874,0.002052608,0.0003666138,0.0001919528,0.0003562027,0.0002924532,0.0002191146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003755967,"about_ca_system_score_gemma":0.003534556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8249342,"about_ca_topic_score_gemma":0.8145462,"domain_scores_codex":[0.9993135,0.00004295903,0.00004266563,0.00008310299,0.0003861246,0.0001317516],"domain_scores_gemma":[0.9987436,0.00008558361,0.0003428278,0.00002759875,0.0006079875,0.0001924864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000017427,0.000008246689,0.9961519,0.0000468527,0.00001771979,0.00006603075,0.0001333048,0.00001504357,0.0001589878,0.00001574972,0.0004591206,0.002909608],"study_design_scores_gemma":[0.00000113347,0.00001359441,0.9986914,0.00002665625,0.000008922136,0.000331474,0.0002354905,0.00002961346,0.00003144209,0.000005123752,0.0006228809,0.000002204625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989442,0.001949446,0.0001166549,0.0002496068,0.00001286044,0.00002927715,0.00242233,0.00001696155,0.005760855],"genre_scores_gemma":[0.9980775,0.0007577293,0.0000988114,0.00006155325,0.00000644922,0.000005720126,0.0006235741,0.000002078579,0.0003667329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8249342,"threshold_uncertainty_score":0.3521936,"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."}}