{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004459795,0.00007012617,0.0001932048,0.00005488457,0.0003057144,0.00001698822,0.0001620992,0.00009871433,0.00004918614],"category_scores_gemma":[0.000518948,0.00004642492,0.00003042422,0.0000283778,0.0001258871,0.00006799634,0.000171365,0.00008506639,0.00001350768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005088607,"about_ca_system_score_gemma":0.000006179301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002786473,"about_ca_topic_score_gemma":0.0001846405,"domain_scores_codex":[0.9993997,0.00008206114,0.0002373414,0.0001097812,0.000005021693,0.0001661484],"domain_scores_gemma":[0.999131,0.0003834198,0.0001983517,0.0002613273,0.00001786379,0.000008039286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003784915,0.0000168027,0.9861549,0.000008741721,0.00003303653,3.859466e-7,0.00003276131,1.230246e-7,0.0009756753,0.002291744,0.001215604,0.009232401],"study_design_scores_gemma":[0.0006828636,0.00002699055,0.9762186,0.000002454788,0.00002511837,0.000004274777,0.00002210099,4.186961e-7,0.0001624609,0.0006737122,0.02212919,0.00005177619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995727,0.0009992265,0.000006949844,0.0003233056,0.001807302,0.0000948578,0.00001858416,0.000008815849,0.001013971],"genre_scores_gemma":[0.9962308,0.002874253,0.0000611124,0.000009425957,0.00006867893,0.000009911382,0.000009175134,0.000004249791,0.0007324115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02091358,"threshold_uncertainty_score":0.2351339,"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."}}