{"id":"W3040264860","doi":"10.1073/pnas.2008373117","title":"The implications of silent transmission for the control of COVID-19 outbreaks","year":2020,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":533,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Directorate for Biological Sciences; National Institutes of Health","keywords":"Asymptomatic; Outbreak; Contact tracing; Transmission (telecommunications); Isolation (microbiology); Medicine; Population; Pandemic; Disease; Coronavirus disease 2019 (COVID-19); Pediatrics; Virology; Intensive care medicine; Environmental health; Infectious disease (medical specialty); Internal medicine; Biology; Bioinformatics","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":[0.01050556,0.0006566885,0.0005205644,0.0007613323,0.0008181986,0.001732677,0.001203134,0.0007918759,0.001664781],"category_scores_gemma":[0.03450979,0.0001921681,0.0004038564,0.0002668239,0.001197305,0.002558657,0.001432886,0.001148501,0.000166769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089589,"about_ca_system_score_gemma":0.001938202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005038441,"about_ca_topic_score_gemma":0.006043637,"domain_scores_codex":[0.9953348,0.002660437,0.0003405939,0.0004744257,0.0006691208,0.000520559],"domain_scores_gemma":[0.9821569,0.0091338,0.003859942,0.001433085,0.001935236,0.001481019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001879285,0.001222243,0.8013497,0.001294455,0.0005069564,0.001107157,0.003215618,0.005754932,0.0258507,0.01633628,0.003033559,0.1384491],"study_design_scores_gemma":[0.0001341721,0.00374228,0.9314077,0.001134214,0.0004488956,0.0009991643,0.005212413,0.01710693,0.008809181,0.02270555,0.008190741,0.0001087973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645092,0.007911219,0.01139654,0.004621652,0.0003064248,0.0002830411,0.0006686897,0.00005175032,0.01025136],"genre_scores_gemma":[0.9964718,0.001046085,0.001538477,0.0003573573,0.0001066795,0.00005826208,0.0001985106,0.000006232106,0.000216564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01050556,"threshold_uncertainty_score":0.05555934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3143756354977418,"score_gpt":0.4529575256170164,"score_spread":0.1385818901192746,"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."}}