{"id":"W3133726952","doi":"10.3390/microorganisms9030535","title":"Bacterial Meningitis in Children: Neurological Complications, Associated Risk Factors, and Prevention","year":2021,"lang":"en","type":"review","venue":"Microorganisms","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Meningitis; Streptococcus pneumoniae; Neisseria meningitidis; Pediatrics; Hydrocephalus; Vaccination; Hearing loss; Case fatality rate; Intensive care medicine; Antibiotics; Immunology; Surgery; Internal medicine; Epidemiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001922684,0.0004038282,0.001297993,0.0001590745,0.0002263503,0.00007903843,0.0001710677,0.000910179,0.001026989],"category_scores_gemma":[0.0001360298,0.0003301057,0.0002422416,0.000264345,0.00007189323,0.00006242781,0.0001925034,0.0006547531,0.00009910435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005462338,"about_ca_system_score_gemma":0.00008709583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001946105,"about_ca_topic_score_gemma":0.00005861554,"domain_scores_codex":[0.9975511,0.0009643819,0.0006044991,0.0005628114,0.00001297447,0.0003041934],"domain_scores_gemma":[0.9990951,0.0001535737,0.000415033,0.0002717899,0.00004052234,0.00002395071],"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":[0.00002453473,0.001427182,0.06099495,0.0006242197,0.002742094,0.000007248917,0.000205898,2.031425e-7,0.03141852,0.0003263486,0.004428157,0.8978006],"study_design_scores_gemma":[0.0009454763,0.0002306246,0.07091396,0.001077782,0.0008477916,0.0004252185,0.000008222031,4.199578e-8,0.0004248651,0.00003888038,0.924527,0.0005601586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2888341,0.7096038,0.000006763128,0.000009556853,0.0005427811,0.0004672264,0.000454614,0.00006694724,0.00001419244],"genre_scores_gemma":[0.004603283,0.9871106,0.00003610608,0.000006492129,0.00006242645,0.00004756961,0.007892794,0.00004461312,0.0001961835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9200988,"threshold_uncertainty_score":0.9999151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311380150563613,"score_gpt":0.2749584919998956,"score_spread":0.2518446904942595,"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."}}