{"id":"W4376637221","doi":"10.1089/derm.2023.0009","title":"Pediatric Contact Dermatitis: A 10-Year Multicenter Retrospective Study","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Atopic dermatitis; Atopy; Patch test; Allergen; Population; Allergic contact dermatitis; Population study; Allergy; Pediatrics; Immunology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008006605,0.0004400774,0.0007058787,0.001337258,0.0006655094,0.0007508018,0.0003914239,0.0005673773,0.001781837],"category_scores_gemma":[0.001476941,0.0005865839,0.0004933491,0.002119246,0.0004055098,0.001052715,0.0005938861,0.0005669668,0.0004157634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005601197,"about_ca_system_score_gemma":0.0005700121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00350131,"about_ca_topic_score_gemma":0.003006615,"domain_scores_codex":[0.9990112,0.0001912735,0.0001367845,0.0003075082,0.0001979478,0.0001553028],"domain_scores_gemma":[0.998295,0.0002482043,0.0007637723,0.0001551891,0.0002718195,0.0002660383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004151904,0.00003870757,0.9986877,0.00000965141,0.00001857084,0.0003690715,0.00007615975,0.000008451692,0.00006822334,0.000006385631,0.00005747825,0.0006180384],"study_design_scores_gemma":[0.00001541269,0.0003292786,0.9946083,0.00001763947,0.00005231468,0.003690557,0.0006207202,0.0001019158,0.00006513741,0.00001142021,0.0004811822,0.000006188429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989849,0.0003656764,0.00007397003,0.00001619224,0.000004551348,0.00002293201,0.0002281738,0.000003546578,0.0003001354],"genre_scores_gemma":[0.9987671,0.0004255742,0.000140231,0.00005102345,0.00002032244,0.00002761762,0.0004857077,0.000003652491,0.00007871581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00350131,"threshold_uncertainty_score":0.006961823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401518578141414,"score_gpt":0.2661771633662894,"score_spread":0.2521619775848752,"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."}}