{"id":"W2154706083","doi":"10.1093/cid/civ597","title":"Meningococcal Meningitis Surveillance in the African Meningitis Belt, 2004–2013","year":2015,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"World Health Organization; Bill and Melinda Gates Foundation","keywords":"Medicine; Neisseria meningitidis; Case fatality rate; Meningitis; Incidence (geometry); Meningococcal meningitis; Outbreak; Epidemiology; Disease surveillance; Pediatrics; Demography; Virology; 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":[0.002430417,0.0005162216,0.000283221,0.002982792,0.0006134622,0.0007158554,0.0005739092,0.0002848828,0.0008986053],"category_scores_gemma":[0.004533996,0.0002152786,0.0002632147,0.003560832,0.0002586746,0.000720054,0.001017944,0.000311141,0.0001907948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011844,"about_ca_system_score_gemma":0.00329416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04995297,"about_ca_topic_score_gemma":0.04996748,"domain_scores_codex":[0.9990025,0.0002791511,0.0002014373,0.0001040351,0.0002151684,0.0001977264],"domain_scores_gemma":[0.9975739,0.0001409434,0.001255557,0.00007882401,0.0007394503,0.0002113169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507329,0.00004238044,0.9652947,0.0003470723,0.00007113149,0.0001860249,0.001082347,0.0002594936,0.0007834049,0.0001277352,0.004179052,0.02747587],"study_design_scores_gemma":[0.00002447214,0.00008335001,0.9857328,0.0003672407,0.00003731235,0.0003682977,0.001375131,0.0002675898,0.0007404588,0.00005533521,0.0109396,0.000008464606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633842,0.004620668,0.0007333279,0.001170977,0.00008770321,0.0005865345,0.02368418,0.0000714254,0.005660851],"genre_scores_gemma":[0.9780174,0.003547541,0.003434118,0.000514623,0.00006374041,0.0007961255,0.01264887,0.000009668695,0.0009679199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04995297,"threshold_uncertainty_score":0.09932446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04407021469477473,"score_gpt":0.3279233983100823,"score_spread":0.2838531836153075,"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."}}