{"id":"W3042111334","doi":"10.1016/s1473-3099(19)30706-6","title":"Evolving viral and serological stages of Zika virus RNA-positive blood donors and estimation of incidence of infection during the 2016 Puerto Rican Zika epidemic: an observational cohort study","year":2020,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Biomedical Advanced Research and Development Authority; Office of the Assistant Secretary for Health; U.S. Department of Health and Human Services; National Institutes of Health; National Heart and Lung Institute; Office of the Secretary","keywords":"Zika virus; Seroconversion; Virology; Serology; Outbreak; Medicine; Incidence (geometry); Population; Virus; Seroprevalence; Immunology; Antibody; Environmental health","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":[0.0003075672,0.000154018,0.0005423223,0.0000424806,0.0001401616,0.00001928371,0.00008625419,0.00004058573,0.00001406582],"category_scores_gemma":[0.0008343914,0.00009358187,0.00007583817,0.0001769007,0.0002441894,0.0002072327,0.00009229786,0.0001333593,3.049555e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002222485,"about_ca_system_score_gemma":0.00006721136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617612,"about_ca_topic_score_gemma":0.0001614928,"domain_scores_codex":[0.9986494,0.0002863911,0.0003840867,0.0002511267,0.0002721445,0.0001568389],"domain_scores_gemma":[0.9986873,0.0004200657,0.0003470819,0.0002456303,0.0001805175,0.0001194632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006269522,0.0004745616,0.9924867,0.0001940743,0.0002960212,0.00000500038,0.0003740139,0.0009698148,0.00375771,0.0001463378,0.00002646249,0.0006423478],"study_design_scores_gemma":[0.001835956,0.0012852,0.9903913,0.00008440252,0.001016377,0.000009961146,0.0001105472,0.004219265,0.0006129781,0.0003467842,9.950669e-7,0.0000862985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974325,0.0007518034,0.0001199412,0.0004680101,0.00002478209,0.0009483616,0.0001510328,0.00008167613,0.00002191436],"genre_scores_gemma":[0.9988893,0.0005006826,0.00002015409,0.0003227756,0.0001545228,0.00007485339,0.00001965931,0.00001551546,0.00000250886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00324945,"threshold_uncertainty_score":0.3816158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660981066287011,"score_gpt":0.2990560158329317,"score_spread":0.2724462051700616,"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."}}