{"id":"W2924181747","doi":"10.1016/j.antiviral.2019.03.009","title":"GloPID-R report on Chikungunya, O'nyong-nyong and Mayaro virus, part I: Biological diagnostics","year":2019,"lang":"en","type":"review","venue":"Antiviral Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Medical Research Council","keywords":"Chikungunya; Virology; Epidemiology; Outbreak; Disease; Biology; Medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006716595,0.001525619,0.0005500197,0.002099986,0.00065632,0.001436102,0.001831336,0.003358251,0.004656137],"category_scores_gemma":[0.003393557,0.0004613903,0.001249858,0.00106326,0.0007898253,0.0009989367,0.001455373,0.002260041,0.00415979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755582,"about_ca_system_score_gemma":0.006914946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01891905,"about_ca_topic_score_gemma":0.007756311,"domain_scores_codex":[0.9968491,0.0006562172,0.0004742756,0.000231128,0.001378158,0.0004111192],"domain_scores_gemma":[0.9954933,0.000779384,0.0006782403,0.0003160016,0.001943345,0.000789752],"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":[0.0008922762,0.0003927032,0.02855118,0.005157833,0.0002322174,0.004495845,0.000778742,0.001083671,0.03810812,0.003445207,0.7439407,0.1729215],"study_design_scores_gemma":[0.00005482115,0.0004270362,0.04341983,0.0009304415,0.00009154884,0.001853928,0.0002568844,0.0001883145,0.006628561,0.0004502441,0.9456579,0.00004053971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.08860224,0.2455198,0.02795692,0.1110427,0.07075242,0.01166714,0.08348563,0.003182806,0.3577902],"genre_scores_gemma":[0.2586151,0.1797799,0.04126719,0.05681305,0.02583528,0.004921543,0.1943937,0.001622074,0.2367522],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01891905,"threshold_uncertainty_score":0.03761786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3143008299577493,"score_gpt":0.5086522754351819,"score_spread":0.1943514454774326,"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."}}