{"id":"W2914174611","doi":"10.1101/536227","title":"Non-Invasive Detection of Viral Antibodies Using Oral Flocked Swabs","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Guelph; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Saliva; Medicine; Antibody; Virology; Measles; Immunology; Measles virus; Cytomegalovirus; Virus; Vaccination; Viral disease; Herpesviridae; Internal medicine","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":[0.00110036,0.0009558653,0.000610387,0.0009668625,0.0002076256,0.0007200639,0.0005657371,0.0004216776,0.001782758],"category_scores_gemma":[0.0009920247,0.0002688725,0.0003697401,0.0004506744,0.0002949087,0.0004737319,0.0003418608,0.0003580111,0.001019615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165141,"about_ca_system_score_gemma":0.0002677556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450927,"about_ca_topic_score_gemma":0.002542769,"domain_scores_codex":[0.9987153,0.0003179557,0.00008003287,0.0001950766,0.0006101574,0.00008148368],"domain_scores_gemma":[0.9990877,0.0001728641,0.0002301936,0.00008938893,0.0003539638,0.00006588851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001013278,0.0003862765,0.1818766,0.001640888,0.0002718233,0.000815418,0.0003412046,0.0002575196,0.6788872,0.0001595815,0.001897306,0.1324529],"study_design_scores_gemma":[0.00005848636,0.004541012,0.4946058,0.0006344388,0.0003587132,0.007936944,0.001304763,0.005763444,0.4691437,0.0004791047,0.01506348,0.0001102178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274436,0.01482938,0.0460785,0.0002445045,0.0003716009,0.001115903,0.002595946,0.0005318421,0.006788713],"genre_scores_gemma":[0.9163932,0.006506425,0.06665353,0.0003196359,0.0001835631,0.0005111844,0.002640755,0.00007480922,0.00671698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001782758,"threshold_uncertainty_score":0.005963862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293093047997052,"score_gpt":0.2843807034944769,"score_spread":0.2550713986947717,"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."}}