{"id":"W4297612004","doi":"10.1017/9781316536001.039","title":"Bacterial Meningitis","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Bacterial meningitis; Microbiology; Medicine; Meningitis; Biology; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003651889,0.001113212,0.0007796082,0.001279531,0.000789354,0.001767476,0.0007495575,0.001690776,0.1365435],"category_scores_gemma":[0.00107727,0.0003031181,0.0005168267,0.0006899129,0.0005232755,0.001070373,0.001736109,0.002060549,0.0855452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005677,"about_ca_system_score_gemma":0.001077601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001719836,"about_ca_topic_score_gemma":0.004781751,"domain_scores_codex":[0.9996982,0.00004884709,0.0000193605,0.00003938307,0.0001393588,0.00005507489],"domain_scores_gemma":[0.9997795,0.00003704525,0.00001554697,0.00002722075,0.00006804885,0.00007265306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007818117,0.00006299852,0.0001974722,0.0003696705,0.000008889118,0.001177734,0.0001299609,0.00007208242,0.0008701739,0.01114871,0.5641522,0.4217319],"study_design_scores_gemma":[0.000006923828,0.00002206989,0.0002420728,0.0002563368,0.000004454485,0.001795085,0.00003702534,0.00001997674,0.0001426837,0.001781532,0.9956883,0.000003558742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000934129,0.103094,0.001979113,0.00643663,0.009453796,0.00009999683,0.0003052212,0.0003483382,0.8773487],"genre_scores_gemma":[0.005023648,0.03928197,0.001223469,0.004098234,0.002190556,0.00006356121,0.0003619489,0.00007727424,0.9476793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1365435,"threshold_uncertainty_score":0.4567835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179323131890047,"score_gpt":0.1918752868962554,"score_spread":0.1739429737072507,"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."}}