{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003804976,0.0005223067,0.0005752967,0.0005309557,0.001076568,0.00127694,0.0003551385,0.006929376,0.007708454],"category_scores_gemma":[0.005697071,0.0002339105,0.0004238963,0.0004462964,0.0008503392,0.001137045,0.0004426929,0.00550958,0.003088715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006528461,"about_ca_system_score_gemma":0.0007118946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102355,"about_ca_topic_score_gemma":0.001940797,"domain_scores_codex":[0.9993045,0.0002447706,0.00009240573,0.00006534514,0.0001497284,0.0001432186],"domain_scores_gemma":[0.9978729,0.0009315524,0.0004626684,0.00006924446,0.000247047,0.0004165757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001467471,0.0003168244,0.1620412,0.0002285732,0.0000503738,0.3130131,0.0007532702,0.0001759263,0.002243408,0.005033952,0.4649065,0.05109015],"study_design_scores_gemma":[0.0001023996,0.0003528384,0.05144656,0.0008299449,0.00006926593,0.6546963,0.00209205,0.0003957771,0.0009175322,0.006598698,0.2824481,0.00005042477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08597855,0.01401759,0.0008613321,0.7519788,0.01128467,0.00006404024,0.0003093373,0.0001935741,0.1353122],"genre_scores_gemma":[0.4882263,0.01906513,0.002423175,0.4258731,0.03618744,0.00007253434,0.0003122787,0.00009304024,0.02774706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007708454,"threshold_uncertainty_score":0.02578735,"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."}}