{"id":"W4404128950","doi":"10.1007/s40121-024-01063-5","title":"Global Epidemiology of Meningococcal Disease-Causing Serogroups Before and After the COVID-19 Pandemic: A Narrative Review","year":2024,"lang":"en","type":"review","venue":"Infectious Diseases and Therapy","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"","keywords":"Neisseria meningitidis; Herd immunity; Carriage; Outbreak; Pandemic; Medicine; Epidemiology; Vaccination; Meningococcal vaccine; Meningitis; Meningococcal disease; Conjugate vaccine; Disease; Immunology; Virology; Pediatrics; Immunization; Coronavirus disease 2019 (COVID-19); Immune system; Infectious disease (medical specialty); Biology; Internal medicine","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":[0.001303934,0.0008721897,0.001792959,0.005450166,0.0003886192,0.002150058,0.0009398463,0.001375811,0.005613877],"category_scores_gemma":[0.006469221,0.0004029294,0.002046992,0.005775962,0.0004945205,0.002266763,0.0009918762,0.001204274,0.0006720383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138902,"about_ca_system_score_gemma":0.005325978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005157064,"about_ca_topic_score_gemma":0.006260622,"domain_scores_codex":[0.9992531,0.0001407151,0.0002842206,0.0001322036,0.0001342207,0.00005549547],"domain_scores_gemma":[0.9963009,0.002123246,0.0008628014,0.00005485785,0.0005530042,0.0001051476],"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":[0.0003022448,0.0000585916,0.003898147,0.4143123,0.001522881,0.0007257684,0.0009656926,0.0004600901,0.0005547712,0.003868558,0.0476782,0.5256528],"study_design_scores_gemma":[0.00004515067,0.0001819095,0.01020621,0.3646266,0.004692255,0.003700784,0.001103496,0.0001431864,0.0002598809,0.001633514,0.6133288,0.00007825494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002846996,0.9982259,0.00005509525,0.0005260804,0.0001895655,0.00001520414,0.0002318738,0.000005218774,0.0004663457],"genre_scores_gemma":[0.00158998,0.9975579,0.0001040568,0.0003274692,0.0001485872,0.00001692428,0.0001562634,0.000002167858,0.00009664115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005613877,"threshold_uncertainty_score":0.01878023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05900659241664314,"score_gpt":0.3855755685193248,"score_spread":0.3265689761026817,"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."}}