{"id":"W4320712879","doi":"10.3389/fneur.2023.822575","title":"Bacterial meningitis in Africa","year":2023,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Frontiers Foundation; National Institutes of Health; Vetenskapsrådet; Karolinska Institutet; Magnus Bergvalls Stiftelse; Fundação de Amparo à Pesquisa do Estado de São Paulo; European Society of Clinical Microbiology and Infectious Diseases; Texas Alzheimer's Research and Care Consortium; University of Texas Health Science Center at Houston; Alzheimer's Association","keywords":"Bacterial meningitis; Meningitis; Medicine; Intensive care medicine; Microbiology; Biology; Pediatrics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004538751,0.0009540992,0.001070643,0.001781144,0.0004645103,0.001543452,0.0006187517,0.001284016,0.003859947],"category_scores_gemma":[0.0008544091,0.000203326,0.0003966141,0.001690032,0.0006608901,0.001558259,0.0009163753,0.001622568,0.002019618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007633193,"about_ca_system_score_gemma":0.001765798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981141,"about_ca_topic_score_gemma":0.002396543,"domain_scores_codex":[0.9997079,0.00006114232,0.00004636267,0.00004747644,0.00008822726,0.00004895035],"domain_scores_gemma":[0.9997354,0.0000968341,0.00005769653,0.000007526815,0.00007140236,0.00003112509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006543076,0.0000329139,0.0002984838,0.01190866,0.0000416966,0.0004616689,0.000183174,0.0001415035,0.0009460657,0.004305592,0.04535919,0.9362556],"study_design_scores_gemma":[0.00001075858,0.00006067577,0.0008003598,0.005405547,0.00004608892,0.003305496,0.0001569785,0.00003717361,0.0002572522,0.001971663,0.9879366,0.00001141042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001157326,0.9975684,0.00006558179,0.0003603854,0.000440048,0.000004498646,0.00001200152,0.000006893416,0.001426453],"genre_scores_gemma":[0.001152168,0.9973103,0.0001130021,0.0003559614,0.0003411249,0.000005085905,0.00002011856,0.000001407503,0.0007008302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003859947,"threshold_uncertainty_score":0.01291275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042713593832629,"score_gpt":0.2788303323098387,"score_spread":0.2384031963715124,"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."}}