{"id":"W3115957821","doi":"10.1016/j.diagmicrobio.2020.115295","title":"Self-collected oral flocked swabs to measure prevalence of Epstein-Barr Virus antibodies and DNA amongst university students","year":2020,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; St. Joseph’s Healthcare Hamilton; McMaster University; University of Ottawa","funders":"","keywords":"Virology; Antibody; Measure (data warehouse); Medicine; Virus; Biology; Immunology; Computer science","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":[0.0004047884,0.0003259162,0.0002621893,0.001162975,0.0008029339,0.0007752,0.0003157209,0.0005491258,0.002380425],"category_scores_gemma":[0.001694068,0.0003501963,0.0002111575,0.0006232439,0.0003598773,0.0004583369,0.0004856266,0.0005378838,0.0005982299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465361,"about_ca_system_score_gemma":0.0003665742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006850013,"about_ca_topic_score_gemma":0.007807186,"domain_scores_codex":[0.9995315,0.0001056108,0.00005030207,0.00006985297,0.0001248459,0.0001178401],"domain_scores_gemma":[0.9992232,0.0001391109,0.0001994283,0.00003838507,0.0001901944,0.0002096769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005263,0.0002721335,0.9956305,0.00001214454,0.00001009617,0.00005545482,0.0006225271,0.00001099553,0.001648089,0.0000117946,0.00006324056,0.001610378],"study_design_scores_gemma":[0.000004469489,0.0005568171,0.9955744,0.00001157598,0.00001423985,0.0002448039,0.002492422,0.0001106347,0.00074573,0.00001283353,0.0002268709,0.000005139996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994652,0.00002610584,0.00002917874,0.00001196531,0.0000033349,0.00001396476,0.00007628369,0.000001609102,0.0003724372],"genre_scores_gemma":[0.9991384,0.00004461843,0.00009865613,0.0000403405,0.000004403727,0.00001484295,0.00007938022,0.000001235783,0.0005781664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006850013,"threshold_uncertainty_score":0.01362026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007041491464008684,"score_gpt":0.2262399001873362,"score_spread":0.2191984087233275,"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."}}