{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002048379,0.0005980188,0.002465154,0.0004032241,0.0002116381,0.0001498825,0.000402088,0.0007212509,0.0001643811],"category_scores_gemma":[0.004881925,0.0003946672,0.0006995237,0.0005858646,0.000416656,0.00006815299,0.0005024258,0.00190022,0.001204745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502503,"about_ca_system_score_gemma":0.00087621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001174091,"about_ca_topic_score_gemma":0.00001536034,"domain_scores_codex":[0.9946401,0.0007582595,0.0009354752,0.001407282,0.00111754,0.001141401],"domain_scores_gemma":[0.9955606,0.002084846,0.0002626711,0.001455959,0.000290922,0.0003449572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002329342,0.0004510134,0.002956304,0.008566355,0.0003720635,0.004561391,0.00001124655,1.359653e-8,0.00000770509,0.00129552,0.03296392,0.9485815],"study_design_scores_gemma":[0.0006087364,0.001229785,0.001778338,0.01151176,0.00058337,0.0002125919,0.00001612669,0.000006880203,0.000006395184,0.00006284001,0.9835883,0.0003949096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003068045,0.9825747,0.000002514138,0.000341808,0.0003923178,0.002741133,0.0002255449,0.00006865381,0.01058527],"genre_scores_gemma":[0.003791006,0.983032,0.0000164399,0.0002081912,0.001387151,0.0002664838,0.0006837532,0.00009338116,0.01052155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9506243,"threshold_uncertainty_score":0.9998505,"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."}}