{"id":"W4406659484","doi":"10.3201/eid3102.240754","title":"Arbovirus Epidemics as Global Health Imperative, Africa, 2023","year":2024,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"Centers for Disease Control and Prevention; International Development Research Centre","keywords":"Arbovirus; Virology; Arbovirus Infections; Global health; Geography; Environmental health; Medicine; Public health; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001543426,0.0003101417,0.0004820728,0.0001316986,0.0002406092,0.0001291934,0.0000959154,0.00007113455,0.001072214],"category_scores_gemma":[0.0003440236,0.0002735333,0.0004236529,0.0006570721,0.0000757339,0.0001565481,0.00006109114,0.0002137987,0.0006836125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004550864,"about_ca_system_score_gemma":0.001002379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007838369,"about_ca_topic_score_gemma":0.00005415616,"domain_scores_codex":[0.9979234,0.0001090087,0.0004151347,0.000582527,0.0003696717,0.0006002305],"domain_scores_gemma":[0.9986161,0.0001162893,0.00007563864,0.000386665,0.00009169379,0.0007135851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006718924,0.001769566,0.2888562,0.0020045,0.00217309,0.001576494,0.0006733729,0.0007471835,0.0002590095,0.05959104,0.4278902,0.2137875],"study_design_scores_gemma":[0.006465386,0.003379871,0.2588954,0.00219837,0.002932345,0.0006673784,0.0008563146,0.02895783,0.00005232394,0.0271537,0.6665303,0.001910778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6715246,0.247327,0.002445061,0.01515329,0.004473224,0.002013074,0.001282913,0.003305223,0.05247562],"genre_scores_gemma":[0.9929425,0.001160505,0.00002148243,0.00306075,0.000984221,0.0001301079,0.00009719391,0.00004551514,0.001557705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.321418,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009898662657470806,"score_gpt":0.3378545378994633,"score_spread":0.3279558752419925,"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."}}