{"id":"W4403947512","doi":"10.3390/vaccines12111240","title":"Development of Long-Term Stability of Enveloped rVSV Viral Vector Expressing SARS-CoV-2 Antigen Using a DOE-Guided Approach","year":2024,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Virology; Term (time); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Biology; Antigen; Vector (molecular biology); Coronavirus disease 2019 (COVID-19); Computational biology; Immunology; Medicine; Physics; Genetics; Recombinant DNA","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":[0.0006500597,0.0002704224,0.0006257524,0.0003650007,0.00008308537,0.0000502525,0.0002409142,0.0001386301,0.0000188654],"category_scores_gemma":[0.0001808813,0.0002127833,0.0001675268,0.0006217979,0.00007478754,0.0001842728,0.0002121102,0.0002219841,0.000009091665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785995,"about_ca_system_score_gemma":0.001063066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001454286,"about_ca_topic_score_gemma":0.00002272915,"domain_scores_codex":[0.9975917,0.00008126,0.0008073544,0.0005367317,0.0005628376,0.0004201547],"domain_scores_gemma":[0.9989637,0.0001005268,0.000125484,0.0005036792,0.0002692735,0.00003732305],"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":[0.0002640502,0.000235051,0.1350741,0.002312714,0.0001618533,0.0000374075,0.002196384,3.798927e-7,0.8539934,0.00001367004,0.00004768789,0.005663328],"study_design_scores_gemma":[0.0008762178,0.00005789669,0.06342565,0.0005735226,0.0000612357,0.00004032805,0.0001434582,0.002086268,0.9315925,0.00001129869,0.0009368102,0.0001948104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934075,0.00137748,0.00375787,0.00003524988,0.0001727592,0.0006063292,0.000009447696,0.00009834055,0.0005349692],"genre_scores_gemma":[0.9846541,0.00000568424,0.01475491,0.0003369057,0.0001520759,0.00002607573,0.00001026865,0.00004841852,0.00001161882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07759912,"threshold_uncertainty_score":0.8677052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1448727000201966,"score_gpt":0.3935239793545609,"score_spread":0.2486512793343643,"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."}}