{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002941228,0.0001528043,0.0002525838,0.0005698568,0.0007194421,0.0005948673,0.0001430619,0.0005224359,0.02066312],"category_scores_gemma":[0.001605319,0.0001307661,0.0003064291,0.0006989088,0.0001776552,0.0003590286,0.0004147223,0.0005931443,0.002627047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042363,"about_ca_system_score_gemma":0.000920265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003381234,"about_ca_topic_score_gemma":0.003744795,"domain_scores_codex":[0.9996815,0.00007348754,0.00002024297,0.00003947469,0.00005519827,0.0001301784],"domain_scores_gemma":[0.9995395,0.0001075034,0.0001522626,0.00002982825,0.00004239894,0.0001285532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004269858,0.0006250871,0.7695794,0.0004197491,0.00009042868,0.01206463,0.001039081,0.00004763438,0.002051294,0.003155736,0.04391426,0.1665857],"study_design_scores_gemma":[0.0001114299,0.0007607118,0.7674812,0.001300262,0.0001791393,0.04886695,0.003427892,0.0001590162,0.0006946689,0.002330467,0.1746627,0.00002550092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6223564,0.04922493,0.0007427055,0.02345698,0.001661479,0.0002710022,0.002351373,0.0001048308,0.2998304],"genre_scores_gemma":[0.9362737,0.01936847,0.0003111268,0.01110257,0.0007295771,0.00008720215,0.0004435321,0.00002225741,0.03166161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02066312,"threshold_uncertainty_score":0.069125,"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."}}