{"id":"W3004356280","doi":"10.1016/j.jogc.2019.11.067","title":"Penicillin Skin Testing, Challenge, and Desensitization in Pregnancy: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Desensitization (medicine); Penicillin; Penicillin allergy; Pregnancy; Allergy; Systematic review; MEDLINE; Provocation test; Adverse effect; Cochrane Library; Drug allergy; Meta-analysis; Pediatrics; Intensive care medicine; Obstetrics; Alternative medicine; Antibiotics; Internal medicine; Immunology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003279313,0.0002792449,0.003205412,0.0004243395,0.00004331927,0.00001323956,0.00009184726,0.0002341726,0.000005822287],"category_scores_gemma":[0.02133097,0.00021038,0.0001367476,0.0009005215,0.00003109528,0.00005542093,0.00004695661,0.000845578,9.546303e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575132,"about_ca_system_score_gemma":0.004611304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289806,"about_ca_topic_score_gemma":0.006144246,"domain_scores_codex":[0.9976363,0.0002319771,0.001384263,0.0002209597,0.0003164788,0.00021005],"domain_scores_gemma":[0.9939452,0.003742407,0.001520221,0.0001647438,0.0003431912,0.0002842564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[7.229215e-8,0.0000265296,0.00001920597,0.4618496,0.0001571917,0.004626291,0.000015412,2.785039e-7,1.585029e-8,0.00001399499,0.00003198742,0.5332595],"study_design_scores_gemma":[0.001072056,0.0001869874,0.0005696882,0.588011,0.007959613,0.004317072,0.00009220857,0.00003845369,5.66423e-8,0.00001491102,0.3974039,0.0003340746],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007785673,0.9961561,0.000003009746,0.0002332862,0.001440178,0.001217803,0.00001102679,0.000003998142,0.0009268216],"genre_scores_gemma":[0.0006002554,0.998898,0.0001853181,0.0001704849,0.00002675488,0.0000186622,0.000007915044,0.00003102523,0.00006157585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5329254,"threshold_uncertainty_score":0.9869128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04409844698647921,"score_gpt":0.2919166266269294,"score_spread":0.2478181796404501,"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."}}