{"id":"W4390742187","doi":"10.1016/j.ijoa.2024.103978","title":"Successful antepartum de-labelling of local anaesthetic allergy in a parturient with a self-reported allergy to amide and ester local anaesthetics","year":2024,"lang":"en","type":"article","venue":"International Journal of Obstetric Anesthesia","topic":"Dental Anxiety and Anesthesia Techniques","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Centre of Excellence for Women's Health; University of British Columbia; Bombardier Recreational Products (Canada)","funders":"","keywords":"Medicine; Allergy; Gold standard (test); Local anaesthetic; Population; Pregnancy; Intensive care medicine; Anesthesia; Pediatrics; Internal medicine; Immunology","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":[0.0003042287,0.0005483878,0.0005070623,0.0008687948,0.000934975,0.0006972652,0.0006990883,0.001918695,0.001281312],"category_scores_gemma":[0.003875826,0.0004140447,0.0005701377,0.0002601688,0.0005349592,0.0005681298,0.000537586,0.002544419,0.0005867841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008009772,"about_ca_system_score_gemma":0.0007721919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002448802,"about_ca_topic_score_gemma":0.003906094,"domain_scores_codex":[0.9996834,0.00006444156,0.00004301068,0.00004826514,0.00007473164,0.00008622157],"domain_scores_gemma":[0.9991657,0.0003256885,0.0001338262,0.0000658321,0.00007570604,0.0002332148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003123703,0.0003616513,0.03946923,0.00009139181,0.0000117518,0.9311246,0.0008049915,0.0001084272,0.005905175,0.0002178401,0.001060296,0.02053214],"study_design_scores_gemma":[0.00003422574,0.001335608,0.06092981,0.0002207763,0.00005772288,0.921189,0.001615945,0.001158168,0.008689262,0.0003080837,0.004416578,0.00004477736],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636293,0.004796682,0.00373509,0.01391604,0.001017853,0.0001590627,0.0001816296,0.0001837194,0.0123806],"genre_scores_gemma":[0.9910386,0.002212235,0.002073794,0.002007856,0.0003384611,0.00002082403,0.00009387599,0.00003196017,0.002182321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002448802,"threshold_uncertainty_score":0.005811572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00923305003062201,"score_gpt":0.2568227482374046,"score_spread":0.2475896982067826,"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."}}