{"id":"W4366090754","doi":"10.1177/22925503231169776","title":"Recurrent Allergic Contact Dermatitis to Bacitracin Used in Pocket Irrigation During Breast Reconstruction Surgery","year":2023,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Bacitracin; Medicine; Rash; Allergic contact dermatitis; Contact dermatitis; Surgery; Dermatology; Antibiotics; Allergy; Hypersensitivity reaction; Breast cancer; Complication; Internal medicine; Cancer; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004153803,0.0002438914,0.0006666668,0.001138521,0.00009331362,0.00005987152,0.00004789529,0.0001057506,0.0006175475],"category_scores_gemma":[0.001779233,0.0002476571,0.0002089494,0.0009601064,0.00002345037,0.0002794713,0.00003764452,0.0002112304,0.0004232022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927896,"about_ca_system_score_gemma":0.0001824207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001221206,"about_ca_topic_score_gemma":0.0003179584,"domain_scores_codex":[0.9978657,0.0001058236,0.0007882579,0.0003606139,0.0003790375,0.000500605],"domain_scores_gemma":[0.9940748,0.005216348,0.0001546077,0.0002282731,0.00008628182,0.0002396572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000342456,0.0001536365,0.9181035,0.0006729231,0.0001363836,0.001167323,0.0007055218,0.0001458822,0.006275131,0.00003532254,0.01327493,0.05898695],"study_design_scores_gemma":[0.0004914592,0.00001573744,0.9940381,0.00183094,0.00002122114,0.0008619089,0.0002862352,0.0007238076,0.0009140447,0.0000264993,0.000528555,0.0002614821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937785,0.00008576008,0.00003156695,0.001248299,0.004170191,0.0002397691,0.00005234919,0.0002558292,0.0001377897],"genre_scores_gemma":[0.9990528,0.0001944228,0.00002678053,0.0001123646,0.0002427028,0.00008366039,0.0001969033,0.00003680877,0.00005353738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07593457,"threshold_uncertainty_score":0.9999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263216966226081,"score_gpt":0.2457852801905734,"score_spread":0.2194635835679652,"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."}}