{"id":"W2963491240","doi":"10.1097/qco.0000000000000580","title":"Meningitis vaccines in children: what have we achieved and where next?","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Infectious Diseases","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Michael Smith Health Research BC; Canadian Child Health Clinician Scientist Program","keywords":"Medicine; Streptococcus pneumoniae; Neisseria meningitidis; Meningitis; Meningococcal vaccine; Meningococcal disease; Bacterial meningitis; Pneumococcal conjugate vaccine; Vaccination; Serotype; Outbreak; Group B; Meningococcal meningitis; Immunization; Immunology; Pediatrics; Virology; Antibiotics; Intensive care medicine; Microbiology; Internal medicine; Bacteria; Antigen; Biology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.000112958,0.0006547748,0.00167012,0.0007425945,0.0001364171,0.0002598922,0.0002047401,0.0005354491,0.0004977415],"category_scores_gemma":[0.00007259309,0.0005655871,0.0003532376,0.0003870916,0.00007388093,0.0006849744,0.0002315169,0.0007154027,0.0002700779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359097,"about_ca_system_score_gemma":0.0001677938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001457838,"about_ca_topic_score_gemma":0.00007205762,"domain_scores_codex":[0.9974183,0.0004917738,0.0008332103,0.000752885,0.00002801368,0.0004757875],"domain_scores_gemma":[0.9988409,0.0002626776,0.0003799803,0.0004125534,0.00004814941,0.00005577572],"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":[0.00001990201,0.0004889398,0.0634434,0.008728842,0.0002065217,3.114777e-7,0.00006161568,0.000001371119,0.000003446192,0.0001252593,0.002126498,0.9247939],"study_design_scores_gemma":[0.001675429,0.0001472851,0.01131105,0.03015062,0.0002959084,0.0001828565,0.0000582028,5.109276e-7,5.330684e-7,0.00007100038,0.9554558,0.000650794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004750805,0.9787142,0.0000014166,0.00002625935,0.01479547,0.001369212,0.0002033601,0.0001121173,0.00002710401],"genre_scores_gemma":[0.001567405,0.9960531,5.659277e-7,0.000003030632,0.0004245625,0.0003926818,0.001428765,0.00005970248,0.00007021202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9533293,"threshold_uncertainty_score":0.9996796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085396849634509,"score_gpt":0.3421524199137236,"score_spread":0.2912984514173785,"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."}}