{"id":"W4387358438","doi":"10.1016/j.jaip.2023.09.031","title":"Drug Allergy in Women","year":2023,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Human Genome Research Institute","keywords":"Allergy; Drug allergy; Medicine; Drug; Anaphylaxis; Context (archaeology); Pregnancy; Immunology; Population; Pharmacology; Biology; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.004248265,0.0001071266,0.0004026027,0.0002526676,0.00005636603,0.000007888455,0.00017946,0.0001816558,0.00002779919],"category_scores_gemma":[0.004203612,0.00007326914,0.00007660047,0.0004491737,0.00024685,0.000329014,0.0001091709,0.001826549,0.00008981241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009961845,"about_ca_system_score_gemma":0.0002210001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053483,"about_ca_topic_score_gemma":0.0001603455,"domain_scores_codex":[0.997657,0.0008397611,0.0009169428,0.000121407,0.0001684224,0.000296447],"domain_scores_gemma":[0.9942032,0.004857216,0.000480853,0.0002401693,0.0001278186,0.0000907345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04375884,0.01676526,0.01538978,0.00006067553,0.06536426,0.01835926,0.05081533,0.00161007,0.0145654,0.01361483,0.01092522,0.7487711],"study_design_scores_gemma":[0.007418393,0.0005873618,0.6332331,0.000206044,0.0002805149,0.003311114,0.0400321,0.0001077014,0.00003849867,0.001632515,0.3129922,0.0001604628],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517535,0.0009383923,0.000003308363,0.03689393,0.0007121045,0.00008541743,3.435167e-7,0.00001564799,0.009597377],"genre_scores_gemma":[0.8931522,0.1026995,0.0001549836,0.002238463,0.0002045805,0.000004720534,0.000001050555,0.00001917256,0.001525323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7486106,"threshold_uncertainty_score":0.7935548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356281279150152,"score_gpt":0.3787701358107112,"score_spread":0.343142007895696,"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."}}