{"id":"W3132659034","doi":"10.3390/microorganisms9020449","title":"A Narrative Review of the Molecular Epidemiology and Laboratory Surveillance of Vaccine Preventable Bacterial Meningitis Agents: Streptococcus pneumoniae, Neisseria meningitidis, Haemophilus influenzae and Streptococcus agalactiae","year":2021,"lang":"en","type":"review","venue":"Microorganisms","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Neisseria meningitidis; Streptococcus pneumoniae; Microbiology; Streptococcus agalactiae; Meningitis; Serotype; Haemophilus influenzae; Vaccination; Meningococcal vaccine; Virology; Biology; Conjugate vaccine; Herd immunity; Immunology; Medicine; Streptococcus; Bacteria; Antibiotics; 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":[0.0009740652,0.001035667,0.00144079,0.004636704,0.0002865335,0.001632648,0.0008209978,0.00116664,0.006612272],"category_scores_gemma":[0.005309958,0.0004013207,0.001268759,0.004884602,0.0004002143,0.001736416,0.0006997792,0.001039481,0.001267901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155006,"about_ca_system_score_gemma":0.003689288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002853027,"about_ca_topic_score_gemma":0.004056909,"domain_scores_codex":[0.9992459,0.0002105597,0.0002272652,0.00009637423,0.0001806206,0.00003939248],"domain_scores_gemma":[0.996334,0.002207874,0.0007463444,0.00004816163,0.0005696536,0.0000940014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001806361,0.00004260576,0.0009080829,0.2508458,0.0005586821,0.0005289385,0.0003800745,0.0004148227,0.0006795385,0.003410732,0.09362877,0.6484212],"study_design_scores_gemma":[0.0000229952,0.0001173716,0.002451898,0.1270434,0.001040511,0.002570775,0.0002208671,0.00009800498,0.0001980142,0.000909821,0.8652929,0.00003354856],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001284848,0.9979879,0.00009578205,0.0005730773,0.0003838666,0.00001564955,0.0001174843,0.000006564093,0.0006912325],"genre_scores_gemma":[0.0007489392,0.9978551,0.0002375298,0.0004396667,0.0003252189,0.00002390343,0.0001251869,0.000001970159,0.0002424386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006612272,"threshold_uncertainty_score":0.02212024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252043309164381,"score_gpt":0.3341876394585238,"score_spread":0.31166720636688,"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."}}