{"id":"W2985016903","doi":"10.1016/j.jviromet.2019.113758","title":"Impact of dextran sulfate in culture media on titration of vesicular stomatitis virus","year":2019,"lang":"en","type":"article","venue":"Journal of Virological Methods","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; National Research Council Canada","funders":"National Research Council Canada","keywords":"Vesicular stomatitis virus; Titer; Virus quantification; Biology; Virus; Virology; Vesicular Stomatitis; Green fluorescent protein; Cell culture; Dextran; Tissue culture; Molecular biology; Biochemistry; In vitro","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002648402,0.0001137047,0.0003639607,0.0001448075,0.00001315074,0.000005695912,0.000249027,0.0002517384,0.0001214682],"category_scores_gemma":[0.0005238742,0.00007305056,0.0002525702,0.0001918858,0.0001007279,0.000006634838,0.00003174923,0.00034468,0.000002842669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000343778,"about_ca_system_score_gemma":0.00008447374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009196187,"about_ca_topic_score_gemma":0.00001592299,"domain_scores_codex":[0.9975395,0.00134382,0.0004787096,0.0001461872,0.0003057154,0.0001861118],"domain_scores_gemma":[0.9990288,0.0001654252,0.0003048795,0.0002100593,0.0002151213,0.00007570807],"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":[0.002754809,0.000235391,0.004413866,0.00001124493,0.00007988161,0.000008652383,0.0000703369,0.001055159,0.9814786,0.00002808401,0.0000571911,0.009806823],"study_design_scores_gemma":[0.001009553,0.01943726,0.09058011,0.00003176239,0.00001148031,0.00001977628,0.00001979147,0.00007343783,0.8877787,0.0007632443,0.0001971144,0.00007780927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972211,0.001219782,0.001113218,0.00004155929,0.00007035438,0.0001284059,0.000008947716,0.000001267593,0.0001953704],"genre_scores_gemma":[0.9896098,0.0007053594,0.009527973,0.00004185328,0.00008680252,0.000001789413,0.000004732205,0.000009597678,0.00001208017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09369989,"threshold_uncertainty_score":0.2978916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108738537061616,"score_gpt":0.4141074775000766,"score_spread":0.3830200921294604,"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."}}