{"id":"W4311049138","doi":"10.1111/cod.14265","title":"Prevalence and trend of allergen sensitization in patients with cheilitis referred for patch testing, North American Contact Dermatitis Group data, 2001–2018","year":2022,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University; Health Sciences Centre; University of Ottawa; Montreal General Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dermatology; Patch test; Contact dermatitis; Allergic contact dermatitis; Allergen; Patch testing; Irritant contact dermatitis; Allergy; Sensitization; Retrospective cohort study; Surgery; Immunology","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":[0.0001957103,0.0003341978,0.0007758999,0.0002768629,0.0002158314,0.00004764287,0.0002614721,0.0000453775,0.0002209509],"category_scores_gemma":[0.0002616768,0.0003311801,0.0000610819,0.0005679611,0.00009616061,0.0005374268,0.0002533232,0.0002328581,0.000001963513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001664289,"about_ca_system_score_gemma":0.0001380929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002902432,"about_ca_topic_score_gemma":0.01361901,"domain_scores_codex":[0.9974579,0.0001686162,0.0008088565,0.0005526058,0.0005271749,0.0004848519],"domain_scores_gemma":[0.997933,0.0004074029,0.0005631831,0.0007129007,0.0001947908,0.0001887742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000149215,0.0002863662,0.976391,0.0006414611,0.0001355894,0.00005294744,0.0007658218,0.000009432461,0.00007734919,0.00002565444,0.00821468,0.01325045],"study_design_scores_gemma":[0.005475253,0.00162303,0.9843869,0.0003204243,0.0001325157,0.00009207622,0.0002379756,0.002469913,0.00005314794,0.00001262848,0.004834765,0.0003614317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935391,0.000351124,0.0002032713,0.000765474,0.0001189037,0.001540021,0.003003849,0.00006080536,0.0004174269],"genre_scores_gemma":[0.993315,0.0003155973,0.001522566,0.0009277233,0.00004864721,0.0002015887,0.003514836,0.00005775398,0.0000963213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01288901,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233283947732895,"score_gpt":0.2465115517261414,"score_spread":0.2231831569528519,"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."}}