{"id":"W4412909297","doi":"10.3390/tropicalmed10080207","title":"Prevalence and Risk of Meningococcal Disease or Carriage During Mass Gatherings and Associated Travel: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Tropical Medicine and Infectious Disease","topic":"Travel-related health issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carriage; Medicine; Meta-analysis; Meningococcal disease; Serotype; Demography; Pediatrics; Neisseria meningitidis; Internal medicine; Immunology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01202128,0.003243476,0.01981951,0.008953948,0.0008098161,0.003708815,0.002692418,0.002856318,0.004300658],"category_scores_gemma":[0.03223762,0.001926904,0.04848984,0.009273107,0.0007804218,0.001894804,0.001774636,0.001919113,0.000337608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002735352,"about_ca_system_score_gemma":0.00396788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008932221,"about_ca_topic_score_gemma":0.01376835,"domain_scores_codex":[0.991769,0.003440116,0.002465073,0.001030694,0.0009552521,0.0003399438],"domain_scores_gemma":[0.9777508,0.01636166,0.003381524,0.0006973658,0.00152317,0.0002854349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001159739,0.00002395941,0.005974852,0.377506,0.6067572,0.0001579073,0.00007262395,0.0005705635,0.000153501,0.00009122976,0.0005104597,0.007021857],"study_design_scores_gemma":[0.0001940153,0.0001208313,0.00365395,0.02425797,0.9702964,0.0001189699,0.0000392939,0.0001634563,0.00007529927,0.0001081688,0.0009516887,0.0000200379],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004183664,0.9941439,0.0004709751,0.0001663087,0.0001113091,0.000196242,0.0005332828,0.0000263452,0.0001678729],"genre_scores_gemma":[0.1361042,0.8586695,0.002034149,0.000640836,0.0002535194,0.001037355,0.0009204207,0.00003265089,0.0003074132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01981951,"threshold_uncertainty_score":0.06357533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04404577226045159,"score_gpt":0.3571670124122948,"score_spread":0.3131212401518432,"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."}}