{"id":"W4319303828","doi":"10.32920/22027733.v1","title":"Field validation of the performance of paper-based tests for the detection of the Zika and chikungunya viruses in serum samples","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health; Universidade Federal de Mato Grosso do Sul; Fundação Oswaldo Cruz; University of Toronto; Canada Research Chairs; Arizona Biomedical Research Commission; International Development Research Centre; Bill and Melinda Gates Foundation","keywords":"Chikungunya; Outbreak; Confidence interval; Zika virus; Virology; Biology; Computer science; Medicine; Virus; Internal medicine","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":[0.01410641,0.001399095,0.0007127934,0.0007453056,0.0006890761,0.001268953,0.0009648064,0.001075306,0.0008658383],"category_scores_gemma":[0.01977203,0.0005623807,0.0006468419,0.0005802861,0.001646132,0.0005819763,0.0009183392,0.0006653325,0.0005873023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009305935,"about_ca_system_score_gemma":0.0007306942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004890313,"about_ca_topic_score_gemma":0.003602285,"domain_scores_codex":[0.983053,0.008896376,0.001139252,0.003340501,0.003055092,0.0005157707],"domain_scores_gemma":[0.977788,0.01030694,0.003125535,0.002511461,0.005887485,0.0003805566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007960005,0.002115037,0.243473,0.001126345,0.0007350933,0.0003429632,0.004302828,0.0041784,0.6866019,0.0004826474,0.001021404,0.04766043],"study_design_scores_gemma":[0.0005134873,0.024406,0.2262903,0.0002486491,0.0005427444,0.001334224,0.002080738,0.0140513,0.7231426,0.0006552175,0.006532163,0.000202525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531695,0.0008658497,0.04038442,0.0001749674,0.0002001064,0.001137681,0.0009887139,0.0001736586,0.002905091],"genre_scores_gemma":[0.9680988,0.0002841585,0.0285365,0.0002730537,0.00004771613,0.0005447685,0.000830687,0.00004884051,0.001335471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01410641,"threshold_uncertainty_score":0.07460272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04113281760607642,"score_gpt":0.2995209671902497,"score_spread":0.2583881495841733,"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."}}