{"id":"W4319082173","doi":"10.1016/j.jaci.2022.12.642","title":"Inpatient Direct Oral Penicillin Challenge – A Large Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Penicillin; Prospective cohort study; Medicine; Cohort; Cohort study; Pediatrics; Intensive care medicine; Internal medicine; Antibiotics; Microbiology; Biology","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":[0.0007426862,0.0009827029,0.001116216,0.0006396414,0.00132303,0.001727549,0.0009759956,0.0012448,0.004136423],"category_scores_gemma":[0.002156769,0.001525036,0.001039686,0.001074882,0.0006470652,0.001335875,0.001066732,0.0021046,0.001290987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000597926,"about_ca_system_score_gemma":0.0008721872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006430948,"about_ca_topic_score_gemma":0.008827227,"domain_scores_codex":[0.9985349,0.0003415023,0.0001241451,0.0004579141,0.0002038188,0.0003377336],"domain_scores_gemma":[0.9976093,0.0003343065,0.0008457281,0.0005036726,0.0002277586,0.0004793538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006361789,0.0004220949,0.9964677,0.00001258173,0.0001965644,0.00040859,0.0001328444,0.00001801044,0.0004603152,0.00002591732,0.000294529,0.000924812],"study_design_scores_gemma":[0.00006395303,0.0003458838,0.997564,0.000009134542,0.0001079802,0.000940007,0.0004836453,0.000143617,0.00006162568,0.0000278177,0.0002395918,0.00001277248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989401,0.0002049123,0.00008261229,0.0000434888,0.00001690808,0.00001938194,0.0003296799,0.000004685441,0.0003583374],"genre_scores_gemma":[0.9984174,0.0001885612,0.0001014176,0.00008417014,0.00004299285,0.00002526166,0.000738478,0.000007677851,0.0003940443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006430948,"threshold_uncertainty_score":0.0138377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288485223529318,"score_gpt":0.369695652850628,"score_spread":0.3268108006153348,"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."}}