{"id":"W2982792706","doi":"10.1097/der.0000000000000525","title":"Allergic Contact Dermatitis to Operating Room Scrubs and Disinfectants","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antiseptic; Lanolin; Allergic contact dermatitis; Dermatology; Allergen; Contact dermatitis; Thimerosal; Chlorhexidine; Perioperative; Ingredient; Allergy; Surgery; Dentistry; 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":[0.0001012523,0.0002822026,0.0005596494,0.0001693005,0.0001491354,0.0002056362,0.000109942,0.00009752894,0.001426833],"category_scores_gemma":[0.00008869805,0.0002566052,0.00009651327,0.0002005541,0.00002072634,0.0004099942,0.0001300444,0.0001956941,0.000965899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006442438,"about_ca_system_score_gemma":0.00006823345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002309165,"about_ca_topic_score_gemma":0.0002075903,"domain_scores_codex":[0.9983718,0.00005239801,0.0004651667,0.0003491232,0.0003404436,0.0004210917],"domain_scores_gemma":[0.998974,0.0001035253,0.00008731455,0.0003917408,0.0001104682,0.0003329414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002446894,0.0002854358,0.7355909,0.001418955,0.0005673054,0.001163635,0.008498514,0.00006450347,0.02139356,0.005513934,0.1537673,0.07171151],"study_design_scores_gemma":[0.002011253,0.0002499525,0.8918168,0.0007363069,0.00003901292,0.000918176,0.0004070845,0.001450144,0.00239439,0.00005889931,0.09953258,0.0003853793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648597,0.0006753155,0.0002350475,0.01009399,0.0003118424,0.0008722737,0.00004048971,0.000148897,0.02276243],"genre_scores_gemma":[0.9780877,0.0003258158,0.001137093,0.01915816,0.0001078269,0.00004221835,0.00005166665,0.0000438485,0.001045623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.156226,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100267036501919,"score_gpt":0.2467421264824682,"score_spread":0.2367154228322763,"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."}}