{"id":"W4414249203","doi":"10.3390/vaccines13090974","title":"Need for Invasive Meningococcal Disease Prevention Through Vaccination for Young Children in the Americas","year":2025,"lang":"en","type":"review","venue":"Vaccines","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada); Nova Scotia Health Authority","funders":"","keywords":"Vaccination; Meningococcal disease; Neisseria meningitidis; Incidence (geometry); Meningococcal vaccine; Immunization; Epidemiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001274938,0.000356128,0.0004508888,0.001043764,0.0006580126,0.0009948598,0.0007095967,0.0008767733,0.006659096],"category_scores_gemma":[0.00417104,0.0001642094,0.000656446,0.0009179788,0.0003456126,0.0009563231,0.0007557645,0.001213864,0.0004608255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00209378,"about_ca_system_score_gemma":0.009282407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05350796,"about_ca_topic_score_gemma":0.07818685,"domain_scores_codex":[0.999496,0.0001190213,0.00005442073,0.00005315699,0.0001294196,0.0001480112],"domain_scores_gemma":[0.9968918,0.0003924686,0.0007467623,0.00004453378,0.0007982494,0.001126258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000104137,0.0002643534,0.7115467,0.003124867,0.0002035154,0.0007300216,0.0009070941,0.0003823862,0.0007729316,0.001256509,0.09061581,0.1900917],"study_design_scores_gemma":[0.00008281435,0.0002502266,0.8815898,0.007544775,0.0003540109,0.001024557,0.004379474,0.000535952,0.0003031423,0.000984134,0.1029202,0.00003092555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4456846,0.2005424,0.00164762,0.2881219,0.003830643,0.0005550149,0.0148435,0.0005877207,0.04418657],"genre_scores_gemma":[0.8278762,0.1108873,0.01016281,0.03645764,0.002152796,0.0006250164,0.009090215,0.00007847634,0.00266958],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05350796,"threshold_uncertainty_score":0.106393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03940267366262647,"score_gpt":0.3547905944993298,"score_spread":0.3153879208367034,"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."}}