{"id":"W4416404737","doi":"10.1016/j.ajog.2025.11.019","title":"Recommendations for penicillin allergy assessment in pregnancy","year":2025,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Penicillin allergy; Pregnancy; Penicillin; Allergy; MEDLINE","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":[0.01183213,0.001444724,0.001780236,0.003792679,0.0023795,0.00290684,0.00382738,0.01365678,0.01263341],"category_scores_gemma":[0.07235633,0.0009130973,0.00325327,0.001374186,0.001230783,0.002860156,0.002363514,0.01462893,0.006665748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002464957,"about_ca_system_score_gemma":0.01178632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01557312,"about_ca_topic_score_gemma":0.02565463,"domain_scores_codex":[0.9862844,0.006216725,0.003433802,0.0005503069,0.002756489,0.0007582718],"domain_scores_gemma":[0.9501829,0.01995322,0.003685469,0.001173892,0.02057209,0.004432422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002005487,0.001069362,0.01309782,0.002566627,0.0001341688,0.00294932,0.0007907278,0.001184288,0.001191781,0.003507975,0.6758989,0.2974084],"study_design_scores_gemma":[0.001254132,0.0007983421,0.04365366,0.04835932,0.0006083748,0.008476501,0.003422118,0.003052521,0.001655876,0.01434425,0.8740557,0.0003192062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005792351,0.05394469,0.01634984,0.8021042,0.01867246,0.00259474,0.001478992,0.001628049,0.09743463],"genre_scores_gemma":[0.0754582,0.1165095,0.2853768,0.4398499,0.02636386,0.01031562,0.003587794,0.0004780099,0.04206026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01557312,"threshold_uncertainty_score":0.06257504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617811878623533,"score_gpt":0.3436260119821458,"score_spread":0.3174478931959105,"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."}}