{"id":"W4399970077","doi":"10.1089/derm.2024.0005","title":"Characterization of Pediatric Patch Testing: A Retrospective Review, 2020–2023","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Immunology; Allergy","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":[0.0009142107,0.0002147982,0.0003670165,0.001916375,0.000241444,0.0004636176,0.000371746,0.0002397227,0.001782843],"category_scores_gemma":[0.002742821,0.0002780405,0.0004202043,0.004267843,0.0003051432,0.000521833,0.0002643482,0.0002525604,0.0005291551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099276,"about_ca_system_score_gemma":0.0007371581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0037761,"about_ca_topic_score_gemma":0.003017077,"domain_scores_codex":[0.9986455,0.0002229617,0.0003792156,0.0002828714,0.0003773523,0.0000921472],"domain_scores_gemma":[0.994397,0.001146619,0.003323443,0.0002721426,0.0006882611,0.0001725115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008247807,0.0000121127,0.98576,0.0005160227,0.00009245047,0.001318041,0.0001046498,0.00003897445,0.0004238995,0.00002888887,0.0008244485,0.01079792],"study_design_scores_gemma":[0.000008081455,0.00009291418,0.9841653,0.0003291051,0.0001263089,0.01070635,0.0002498485,0.00009086115,0.0004491864,0.00001304816,0.00376439,0.000004518089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351531,0.05514056,0.0006024138,0.0001034061,0.00003471155,0.00008183851,0.00620007,0.00003582789,0.002648043],"genre_scores_gemma":[0.9782508,0.01764473,0.0003498239,0.0001433819,0.00005962301,0.00005577552,0.003280137,0.00001516019,0.0002007052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0037761,"threshold_uncertainty_score":0.007508218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543895593459537,"score_gpt":0.258173702938959,"score_spread":0.2427347470043636,"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."}}