{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002771702,0.0003801113,0.0009543527,0.0002427537,0.0002783696,0.00005554843,0.0003487855,0.0003344647,0.00008251722],"category_scores_gemma":[0.0005191211,0.000249788,0.0006066461,0.0004400206,0.00001104877,0.0001556472,0.00006627801,0.0002061653,0.0000175663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000582626,"about_ca_system_score_gemma":0.0002377659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069834,"about_ca_topic_score_gemma":0.000156459,"domain_scores_codex":[0.9983113,0.0003117139,0.0006094046,0.0004432396,0.00001462559,0.0003096967],"domain_scores_gemma":[0.9982016,0.000936439,0.0003786344,0.0003525765,0.0001187516,0.00001201099],"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":[0.0004909338,0.0006628351,0.0008787345,0.01298732,0.001085661,5.202941e-7,0.0003347743,0.00000259513,0.0000970131,0.004396874,0.0425382,0.9365246],"study_design_scores_gemma":[0.001881232,0.0002478429,0.00404001,0.002884349,0.001869724,0.00003022518,0.00007087988,8.44836e-7,0.00002683775,0.001403765,0.9871436,0.0004006391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008488916,0.9892915,0.000953027,0.0002876373,0.001476297,0.006582065,0.0004151099,0.00006229391,0.00008321802],"genre_scores_gemma":[0.0005618961,0.9863421,0.000109986,0.00005825249,0.0003726397,0.005646821,0.004987857,0.00003681365,0.001883632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9446055,"threshold_uncertainty_score":0.9999954,"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."}}