{"id":"W69416018","doi":"10.2310/6620.2010.09088","title":"Allergen Content of Patient Problem and Nonproblem Gloves: Relationship to Allergen-Specific Patch-Test Findings","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Allergen; Medicine; Patch test; Patch testing; Contact dermatitis; Immunology; Dermatology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001259996,0.0002325157,0.0004208154,0.000173452,0.0001207653,0.00005140962,0.0001095524,0.0001290226,0.0005666398],"category_scores_gemma":[0.0001602076,0.000210235,0.000105416,0.0002079559,0.00007688315,0.0001833343,0.0001014606,0.0002854113,0.0001040786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003094323,"about_ca_system_score_gemma":0.00004907673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001954728,"about_ca_topic_score_gemma":0.0005566319,"domain_scores_codex":[0.9983065,0.0000264203,0.0007037291,0.0002985734,0.0003583577,0.0003063973],"domain_scores_gemma":[0.9987615,0.0001911981,0.000155063,0.0003769638,0.0002265584,0.000288658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003595496,0.0005165262,0.7585326,0.0005474236,0.0001781765,0.0001146867,0.01276331,0.00001035107,0.05420414,0.01061032,0.1443776,0.01810895],"study_design_scores_gemma":[0.001084631,0.0003146915,0.8577026,0.0003138565,0.00002630122,0.0001808193,0.0004946316,0.00006092706,0.005271262,0.0003889815,0.1338981,0.0002631929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985052,0.0004031923,0.000140332,0.008962132,0.000241452,0.0009088194,0.00007551973,0.00007405889,0.004142457],"genre_scores_gemma":[0.9906653,0.0004005998,0.006652324,0.001523729,0.0000661183,0.00008613832,0.0000694979,0.00003477436,0.0005014743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09916999,"threshold_uncertainty_score":0.8573133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096389649266224,"score_gpt":0.2325960482890657,"score_spread":0.2116321517964034,"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."}}