{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009552293,0.0002530337,0.0005149991,0.0001194326,0.0002339692,0.0000802027,0.0003077413,0.0002650526,0.0004236124],"category_scores_gemma":[0.00120773,0.0001841275,0.0002388098,0.0004204007,0.0004164414,0.0001624215,0.0001169426,0.0004636594,0.0004610443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006094488,"about_ca_system_score_gemma":0.0001295936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097898,"about_ca_topic_score_gemma":0.00101475,"domain_scores_codex":[0.9972389,0.001082465,0.0007099252,0.0004438916,0.00004470477,0.0004800526],"domain_scores_gemma":[0.9979908,0.001095554,0.0002018672,0.000448768,0.0001501989,0.0001127975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001597512,0.001027282,0.8752314,0.00001100932,0.0002105871,0.00002079537,0.0005183289,0.00004587196,0.000704356,0.0007945938,0.1126501,0.008625911],"study_design_scores_gemma":[0.004898882,0.0013545,0.722081,0.00004131512,0.0001120368,0.00014491,0.0007136177,0.00001522182,0.000113108,0.002227277,0.2677546,0.0005435476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897824,0.002412056,0.00006506932,0.001001244,0.002589094,0.0003663473,0.00009918408,0.0002299309,0.003454687],"genre_scores_gemma":[0.9985244,0.0001743406,0.000007014879,0.0002078413,0.0004020466,0.0001347804,0.0001620129,0.00002389396,0.0003636526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1551045,"threshold_uncertainty_score":0.7508503,"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."}}