{"id":"W2579975331","doi":"10.1016/j.vaccine.2019.02.059","title":"A flow cytometric granularity assay for the quantification of infectious virus","year":2019,"lang":"en","type":"article","venue":"Vaccine","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sanofi (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Virology; Titer; Recombinant DNA; Virus quantification; Vero cell; Flow cytometry; Biology; Virus; Granularity; Herpes simplex virus; Recombinant virus; Molecular biology; Gene","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":[0.002616866,0.001511223,0.001290589,0.004245639,0.0009141403,0.001424445,0.001567511,0.001436836,0.003956279],"category_scores_gemma":[0.002123444,0.0006886451,0.0007623825,0.002074556,0.0007895401,0.001168416,0.001106288,0.002684874,0.001750293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000992432,"about_ca_system_score_gemma":0.0005972463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007743624,"about_ca_topic_score_gemma":0.001356833,"domain_scores_codex":[0.9964288,0.0007097739,0.0003098511,0.0007369235,0.001535686,0.0002789643],"domain_scores_gemma":[0.9980812,0.0007180056,0.0003152618,0.0002640107,0.0005059847,0.0001154995],"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":[0.0001875115,0.0001807104,0.001305471,0.0002373673,0.00003583204,0.00003520362,0.0001483173,0.0004782256,0.9778861,0.001680512,0.0009984071,0.01682632],"study_design_scores_gemma":[0.00006224273,0.0005330983,0.007047771,0.00008142312,0.00007784861,0.0004991269,0.00007773822,0.01665296,0.956027,0.0013195,0.01751719,0.0001041114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1184609,0.004897413,0.8527161,0.0002808998,0.0005531613,0.002803776,0.004218103,0.004081933,0.01198762],"genre_scores_gemma":[0.2640509,0.005193735,0.7035618,0.0005483855,0.0003319426,0.005686583,0.005914224,0.0003833342,0.01432909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004245639,"threshold_uncertainty_score":0.01383948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02224549057796767,"score_gpt":0.2995155218518029,"score_spread":0.2772700312738353,"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."}}