{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216325,0.0004076909,0.0001888841,0.0008776539,0.0008053465,0.002169454,0.0002854722,0.0007790679,0.004952267],"category_scores_gemma":[0.003384459,0.0001102181,0.0002173456,0.001934343,0.0003873345,0.001597982,0.001055066,0.001019116,0.0006747587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022478,"about_ca_system_score_gemma":0.003016667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561028,"about_ca_topic_score_gemma":0.02609853,"domain_scores_codex":[0.9994915,0.0001290316,0.00003638802,0.0000444593,0.0001407453,0.0001580355],"domain_scores_gemma":[0.9990772,0.000176105,0.0003304842,0.00004128935,0.0001732157,0.0002017479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005503821,0.0001749186,0.274278,0.002091234,0.0001729734,0.003227909,0.004619154,0.001380578,0.005534433,0.02001376,0.2882392,0.3997175],"study_design_scores_gemma":[0.00004528935,0.0001601756,0.398092,0.002316145,0.00006790462,0.003122452,0.01219698,0.0008004123,0.001537599,0.009998095,0.5716088,0.00005413121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4880275,0.1411356,0.005694853,0.1814129,0.005245612,0.0003702513,0.05111222,0.0004135187,0.1265875],"genre_scores_gemma":[0.8920895,0.06252356,0.005471533,0.02020774,0.001853482,0.0001638844,0.009767635,0.00005083156,0.007871865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01561028,"threshold_uncertainty_score":0.03103882,"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."}}