{"id":"W2746029194","doi":"10.1016/j.jpeds.2017.06.061","title":"Most children labeled as penicillin allergic are at low risk for true penicillin allergy","year":2017,"lang":"en","type":"letter","venue":"The Journal of Pediatrics","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; False positive paradox; Population; Disease; Intensive care medicine; Overdiagnosis; Asymptomatic; Pediatrics; Diagnostic test; Test (biology); Surgery; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001520433,0.0007106087,0.001494171,0.0005700818,0.000755749,0.00008448142,0.001280697,0.001225904,0.000096359],"category_scores_gemma":[0.002603405,0.0004826939,0.0009167898,0.000286674,0.0001618267,0.0002012618,0.000225734,0.005261158,0.0002854982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007670166,"about_ca_system_score_gemma":0.001324573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002024171,"about_ca_topic_score_gemma":0.00008679088,"domain_scores_codex":[0.9956805,0.0003035283,0.001315962,0.0004126361,0.001476135,0.0008112862],"domain_scores_gemma":[0.9902322,0.001425241,0.005264937,0.001436373,0.001301627,0.0003395808],"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":[0.0002684721,0.0001825383,0.0007543833,0.0002634406,0.0007371278,0.0007059274,0.0002548464,0.0002608616,0.000106811,0.000003110824,0.9953952,0.001067279],"study_design_scores_gemma":[0.008721963,0.0004930434,0.009470056,0.0003582378,0.009344348,0.006675022,0.000190564,0.00006025924,0.0001792785,0.0002857475,0.9632703,0.0009511492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4648406,0.008960991,0.0002626217,0.5096931,0.006878974,0.00349472,0.001579971,0.00013394,0.004155103],"genre_scores_gemma":[0.1265568,0.161963,0.002641919,0.3270172,0.2550087,0.000114379,0.00222721,0.001753735,0.122717],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3382838,"threshold_uncertainty_score":0.9997625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834298994543529,"score_gpt":0.2718212277559435,"score_spread":0.2534782378105083,"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."}}