{"id":"W2623238422","doi":"10.1542/peds.2017-0476","title":"The Epidemiology, Management, and Outcomes of Bacterial Meningitis in Infants","year":2017,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta; BC Children's Hospital; University of British Columbia; University of Toronto; Montreal Children's Hospital; Western University; McGill University; University of Ottawa; Children's Hospital of Eastern Ontario; Université de Montréal; Hospital for Sick Children; SickKids Foundation; London Health Sciences Centre; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Epidemiology; Bacterial meningitis; Meningitis; Intensive care medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007161426,0.0002604446,0.0002306694,0.0007708895,0.00058027,0.0007023481,0.0004979078,0.0004748566,0.0005073702],"category_scores_gemma":[0.005843744,0.0001739318,0.0002346386,0.000826336,0.0004685784,0.0006134617,0.0006684356,0.0005822959,0.0001150246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122902,"about_ca_system_score_gemma":0.001753084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02765984,"about_ca_topic_score_gemma":0.02378865,"domain_scores_codex":[0.9989294,0.0002246393,0.0001584022,0.000115225,0.0002903031,0.0002820326],"domain_scores_gemma":[0.9977484,0.0002030703,0.001480962,0.0000368994,0.0002900172,0.0002406201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002406422,0.00002090634,0.995792,0.00001979165,0.00001372423,0.0004086616,0.0001049007,0.00003210324,0.00009619329,0.00002030546,0.0001251903,0.003341985],"study_design_scores_gemma":[0.000001518654,0.00005414532,0.9970635,0.000063279,0.000007261371,0.001929784,0.0005720746,0.000079684,0.00005659368,0.00002671639,0.0001424792,0.000003031783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948621,0.003877413,0.00007545103,0.0003226376,0.00001186843,0.0000124401,0.0001999742,0.00000472599,0.0006334676],"genre_scores_gemma":[0.997603,0.001928558,0.00009890015,0.0000474782,0.00002355356,0.000009516047,0.000219595,0.000001676066,0.00006780015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02765984,"threshold_uncertainty_score":0.05499768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497836962955552,"score_gpt":0.2999326490797281,"score_spread":0.2749542794501725,"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."}}