{"id":"W2809106576","doi":"10.1097/der.0000000000000385","title":"Pediatric Baseline Patch Test Series: Pediatric Contact Dermatitis Workgroup","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Workgroup; Contact dermatitis; Patch test; Allergic contact dermatitis; Patch testing; Test (biology); Dermatology; Pediatrics; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002637146,0.0004884075,0.0007374234,0.0004114666,0.0003670199,0.0001816973,0.0002698319,0.0002306434,0.004544369],"category_scores_gemma":[0.0005758002,0.0004595481,0.0002523421,0.0009246758,0.0000981499,0.0007349114,0.0001363345,0.0003826014,0.002343305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149232,"about_ca_system_score_gemma":0.0002466804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002918699,"about_ca_topic_score_gemma":0.0004861348,"domain_scores_codex":[0.9970045,0.0001072631,0.0009757034,0.0004980108,0.0006557686,0.0007587601],"domain_scores_gemma":[0.9976092,0.0004252755,0.000309941,0.0007271057,0.0004833011,0.0004451918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001008613,0.0002538027,0.544473,0.0004992631,0.00005658525,0.0006121559,0.0009329169,4.616327e-7,0.00009473424,0.0002234219,0.4477916,0.005051917],"study_design_scores_gemma":[0.002395455,0.000612838,0.8018544,0.0001401668,0.0003325031,0.001472814,0.0003294608,0.0005246812,0.0007851166,0.0001310409,0.1907861,0.000635413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482169,0.003139361,0.002068829,0.01686835,0.001671856,0.001212207,0.0003666484,0.0007675802,0.02568834],"genre_scores_gemma":[0.9742001,0.00514484,0.001966074,0.01202499,0.004429893,0.00009196285,0.0002232346,0.00008914632,0.001829775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2573813,"threshold_uncertainty_score":0.9997856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079028124448629,"score_gpt":0.2396151107545081,"score_spread":0.2288248295100219,"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."}}