{"id":"W3058107961","doi":"10.1093/pch/pxaa068.050","title":"51 Overuse of ceftriaxone in children with otitis media: experience at a Canadian tertiary care hospital","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ceftriaxone; Pediatrics; Otitis; Context (archaeology); Cohort; Myringotomy; Amoxicillin; Retrospective cohort study; Antibiotics; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004851347,0.0002946609,0.0003961478,0.001040408,0.002427302,0.0009087814,0.0006948797,0.0004435479,0.001718644],"category_scores_gemma":[0.002345829,0.0003145639,0.0003722124,0.002073908,0.0009566087,0.0003094645,0.0008894348,0.0006912298,0.0001652834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118314,"about_ca_system_score_gemma":0.01451136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6574329,"about_ca_topic_score_gemma":0.7913407,"domain_scores_codex":[0.9987954,0.00009147296,0.00008662816,0.0001287147,0.0004220726,0.0004756254],"domain_scores_gemma":[0.996965,0.0002793882,0.001293806,0.00005955999,0.0005279958,0.0008742041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000598144,0.00007114877,0.9860676,0.0001074793,0.00002270914,0.003676371,0.002342315,0.0000382556,0.0004276327,0.00007189991,0.0006364147,0.006478492],"study_design_scores_gemma":[0.000008785,0.0001662042,0.9862423,0.0001185743,0.00002645514,0.00502224,0.006009573,0.0001000606,0.0001581669,0.00001455365,0.002115279,0.00001779673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968586,0.0009980361,0.00003648153,0.0002468387,0.00001345262,0.00003934645,0.0002371205,0.000006410452,0.00156374],"genre_scores_gemma":[0.9985593,0.0008500612,0.0001101563,0.000168337,0.00001698001,0.000009589226,0.0001127844,0.000002453422,0.0001703401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6574329,"threshold_uncertainty_score":0.6891692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007539091655688395,"score_gpt":0.2243037786470595,"score_spread":0.2167646869913711,"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."}}