{"id":"W2339554988","doi":"10.1038/srep28070","title":"Prevention and Control of Zika as a Mosquito-Borne and Sexually Transmitted Disease: A Mathematical Modeling Analysis","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":353,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning; Biotechnology and Biological Sciences Research Council; University of Miami; U.S. Department of Agriculture; National Science Foundation; National Institutes of Health; National Institute of General Medical Sciences; Directorate for Biological Sciences; Hong Kong Polytechnic University","keywords":"Zika virus; Transmission (telecommunications); Outbreak; Sexual transmission; Basic reproduction number; Aedes; Demography; Disease control; Virology; Sexually transmitted disease; Biology; Medicine; Environmental health; Population; Virus; Dengue fever; Syphilis; Telecommunications; Computer science; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008991285,0.0006881033,0.0007422408,0.0006032639,0.0004762941,0.001122099,0.0008510619,0.001132132,0.002626099],"category_scores_gemma":[0.002172962,0.000302657,0.001037126,0.000418413,0.0005655265,0.0009594443,0.0007950273,0.0007520506,0.0002200946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709725,"about_ca_system_score_gemma":0.0019276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01589392,"about_ca_topic_score_gemma":0.007477487,"domain_scores_codex":[0.9997506,0.0001246436,0.00000899868,0.00003109865,0.00003207387,0.00005257412],"domain_scores_gemma":[0.9992638,0.0005086387,0.0001100056,0.00001301048,0.00007600996,0.00002852536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002365088,0.00005444396,0.00153489,0.00006157177,0.00004766773,0.00007893398,0.00006632692,0.9575539,0.0006775864,0.03554646,0.0008036074,0.003550936],"study_design_scores_gemma":[0.000008653616,0.00003037527,0.0002763378,0.00001172521,0.0000232518,0.00001614091,0.00002692327,0.9945223,0.00005847219,0.004555869,0.00046441,0.000005543323],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4892415,0.005233894,0.4322941,0.00787585,0.0002131145,0.00031885,0.0008809311,0.0002229001,0.06371886],"genre_scores_gemma":[0.9699489,0.002385466,0.01682988,0.0002572763,0.00008887508,0.000285918,0.0001409612,0.00002821027,0.01003441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01589392,"threshold_uncertainty_score":0.03160286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008780293686581,"score_gpt":0.2721811275440479,"score_spread":0.2620933246071822,"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."}}