{"id":"W4213239814","doi":"10.22541/au.160372860.03692748/v1","title":"Virologic Characteristics of Cases of COVID-19 in Northern Vietnam, January -- May, 2020","year":2020,"lang":"en","type":"preprint","venue":"","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mohawk College","funders":"Centers for Disease Control and Prevention; University of Oxford","keywords":"Contact tracing; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Quarantine; Transmission (telecommunications); Medicine; Coronavirus disease 2019 (COVID-19); Isolation (microbiology); Diagnostic test; 2019-20 coronavirus outbreak; Veterinary medicine; Virology; Outbreak; Internal medicine; Pathology; Biology; Disease; Infectious disease (medical specialty)","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":[0.0003585846,0.0003056116,0.0001961883,0.0008994434,0.0006795297,0.0006454795,0.0002790063,0.0003934966,0.001587573],"category_scores_gemma":[0.001303799,0.0003145387,0.0001911823,0.0006168063,0.0005161487,0.0003571156,0.0003175103,0.000294464,0.0003848165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015487,"about_ca_system_score_gemma":0.0005463595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02339303,"about_ca_topic_score_gemma":0.01937325,"domain_scores_codex":[0.9997259,0.00003360287,0.00003253841,0.00006990088,0.00004422523,0.00009389109],"domain_scores_gemma":[0.9991463,0.0001120122,0.0002642077,0.00002333582,0.0001072614,0.0003468255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001128635,0.00003701284,0.9973609,0.000009018729,0.0000100728,0.0008945678,0.0003497149,0.00006925138,0.000422684,0.00001576904,0.0001528313,0.0005654689],"study_design_scores_gemma":[0.000006824712,0.0001701516,0.9966145,0.00000801283,0.000004047053,0.001847039,0.0008322932,0.0001083891,0.00008782727,0.00001004398,0.0003075743,0.000003307818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990017,0.0001127401,0.00002555792,0.00002233493,0.000005938753,0.00001220335,0.0002582575,0.000003297703,0.0005580581],"genre_scores_gemma":[0.9991732,0.00006618746,0.00002819071,0.00002350163,0.00001110603,0.000009626706,0.0004685616,0.000001632751,0.0002178761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02339303,"threshold_uncertainty_score":0.04651374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07999231874505021,"score_gpt":0.3364145088543765,"score_spread":0.2564221901093263,"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."}}