{"id":"W2980386537","doi":"10.1097/der.0000000000000530","title":"Patch Test Results of Contact Sensitization in Children without Atopic Dermatitis: A Single Tertiary Center Experience","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Sensitization; Dermatology; Patch testing; Center (category theory); Atopic dermatitis; Test (biology); Single Center; Allergic contact dermatitis; Contact dermatitis; Allergy; Immunology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.00006273167,0.000193415,0.000438535,0.0001644679,0.00003223489,0.00003654837,0.00009703321,0.00009657343,0.0001785753],"category_scores_gemma":[0.0001230339,0.0001827917,0.00008341531,0.0001934148,0.00004118486,0.0003543581,0.00005529557,0.0001384881,0.00008602111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000715275,"about_ca_system_score_gemma":0.0000464129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007540524,"about_ca_topic_score_gemma":0.0003159499,"domain_scores_codex":[0.9984545,0.00005664946,0.0006736718,0.0002577351,0.0002875549,0.0002699087],"domain_scores_gemma":[0.9991161,0.0001070595,0.0002096369,0.0003823992,0.0001002618,0.00008451122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006563636,0.0002087254,0.9882101,0.000127208,0.00002668408,0.00003698576,0.002466996,0.000003112638,0.005393022,0.00002961123,0.00158088,0.001910059],"study_design_scores_gemma":[0.004089462,0.0001167768,0.9794626,0.000949008,0.00001462974,0.0004524386,0.000241383,0.0007030483,0.01248671,0.00002064379,0.001278709,0.0001846326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921225,0.0001602326,0.00005108383,0.002491845,0.0001184065,0.0006727953,0.0001413617,0.00005168611,0.004190029],"genre_scores_gemma":[0.9962262,0.000127613,0.0002574242,0.002737759,0.00005048677,0.00002133918,0.0003012257,0.00002408496,0.0002538685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00874759,"threshold_uncertainty_score":0.7454028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007242476860184108,"score_gpt":0.2286091434609825,"score_spread":0.2213666666007984,"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."}}