{"id":"W2375965617","doi":"10.1097/der.0000000000000189","title":"Contact Allergy to Polymyxin B Among Patients Referred for Patch Testing","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Polymyxin B; Medicine; Bacitracin; Polymyxin; Dermatology; Contact dermatitis; Patch test; Allergic contact dermatitis; Allergy; Antibiotics; Immunology; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006499653,0.0001853011,0.0003237101,0.0001152971,0.0001047625,0.00004136852,0.0001060725,0.0000754763,0.0002659104],"category_scores_gemma":[0.0007238354,0.0001332246,0.0001012813,0.0001309452,0.00002122571,0.0002157718,0.00005537197,0.00005294684,0.0001129227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008392761,"about_ca_system_score_gemma":0.00005019884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004190184,"about_ca_topic_score_gemma":0.0004565288,"domain_scores_codex":[0.9987156,0.00002461409,0.0003923162,0.0002486927,0.000239958,0.0003787509],"domain_scores_gemma":[0.9987691,0.000335099,0.0001069341,0.0002870133,0.0002596094,0.0002422369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005011254,0.0001668288,0.5608779,0.0001368338,0.0001629281,0.00005624611,0.0006583742,6.360396e-7,0.003907003,0.0003127757,0.2256617,0.2080087],"study_design_scores_gemma":[0.002732541,0.0003265462,0.8714026,0.0005237755,0.00001812258,0.00001510155,0.00004249813,0.00005788791,0.003135081,0.00007238875,0.1214709,0.0002024992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826857,0.00005594179,0.001898195,0.007761065,0.0003772182,0.0008099827,0.0001362798,0.0001559393,0.006119644],"genre_scores_gemma":[0.9921197,0.00002288568,0.001683058,0.004481268,0.0001563668,0.0001718178,0.00005264341,0.00004029254,0.001271985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3105248,"threshold_uncertainty_score":0.5432741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289998309810022,"score_gpt":0.2537040295488394,"score_spread":0.2308040464507392,"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."}}