{"id":"W4391558713","doi":"10.1089/derm.2023.0353","title":"Pediatric Patch Testing at Mayo Clinic between 2016 and 2020","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patch testing; Medicine; Allergic contact dermatitis; Dermatology; Contact dermatitis; Allergy; Immunology","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":[0.0009604819,0.00040476,0.000362585,0.001514235,0.0005105834,0.0007519256,0.0004872555,0.0003733302,0.00395877],"category_scores_gemma":[0.002153727,0.0003259366,0.0004999595,0.001360241,0.000279862,0.0007047585,0.0004797708,0.0008731388,0.0009284639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343024,"about_ca_system_score_gemma":0.0009347461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260844,"about_ca_topic_score_gemma":0.01364322,"domain_scores_codex":[0.9984146,0.000163807,0.0001867409,0.0003028353,0.0006407203,0.0002912203],"domain_scores_gemma":[0.9968964,0.0002344884,0.001724978,0.00009681111,0.0006469798,0.0004004318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006908031,0.0000322292,0.9912859,0.00005346789,0.00002773516,0.0006547229,0.00006285211,0.0000500329,0.0004378526,0.00002008763,0.001758798,0.005547092],"study_design_scores_gemma":[0.000006315043,0.0001250077,0.9942225,0.00005640859,0.00002591499,0.003033168,0.0001253935,0.0001231525,0.0003981006,0.00001000091,0.001870134,0.000003931809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832512,0.003924418,0.0003584017,0.0003485289,0.00008018833,0.00007794789,0.005626755,0.0001597311,0.006172999],"genre_scores_gemma":[0.9937132,0.001636203,0.0004319667,0.0002423005,0.0000658249,0.00003688514,0.002979083,0.00002021235,0.0008742236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01260844,"threshold_uncertainty_score":0.02507007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255696713474191,"score_gpt":0.280171782313977,"score_spread":0.2546021109665579,"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."}}