{"id":"W4361011398","doi":"10.1503/cmaj.221266","title":"Penicillin allergy delabelling of patients at risk of sexually transmitted infections in primary care","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Syphilis; Penicillin; Medicine; Penicillin allergy; Primary care; Gonorrhea; Allergy; Pediatrics; Family medicine; Immunology; Human immunodeficiency virus (HIV); Antibiotics; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002150558,0.00009177292,0.0001559688,0.0004005034,0.0007039452,0.0003148823,0.0001896187,0.0004290532,0.0179142],"category_scores_gemma":[0.002119062,0.00008578777,0.0001602401,0.0003356692,0.0002208143,0.000316971,0.0002628701,0.0006262389,0.0007333964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480146,"about_ca_system_score_gemma":0.0008116172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007051625,"about_ca_topic_score_gemma":0.02019338,"domain_scores_codex":[0.9997644,0.00008590466,0.00001473159,0.00002445746,0.00005700512,0.00005346526],"domain_scores_gemma":[0.9993842,0.0001455762,0.0001490929,0.00001560709,0.00005807509,0.0002475323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001247897,0.001053974,0.6013386,0.0006791046,0.00004805095,0.00558017,0.0008120709,0.00009711133,0.00226245,0.0005020398,0.08179262,0.304586],"study_design_scores_gemma":[0.0002082355,0.001907447,0.9453016,0.0008037361,0.00009894757,0.01525494,0.002337189,0.0004673366,0.0009905461,0.001001087,0.03159805,0.00003098299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8658673,0.02281417,0.0008306171,0.03818814,0.0009421464,0.0002293323,0.0007758453,0.0001259128,0.07022648],"genre_scores_gemma":[0.9823679,0.007027037,0.0008646629,0.005585256,0.0006511406,0.00005047074,0.0002503855,0.00001551745,0.003187519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0179142,"threshold_uncertainty_score":0.05992901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007678919829723818,"score_gpt":0.2319790492646834,"score_spread":0.2243001294349596,"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."}}