{"id":"W4393945376","doi":"10.20944/preprints202404.0265.v1","title":"Development of a Robust Freeze-drying Process for Long-Term Stability of rVSV-SARS-CoV-2 Vaccine","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Term (time); Virology; Process (computing); 2019-20 coronavirus outbreak; Biology; Medicine; Computer science; Physics; Infectious disease (medical specialty); Internal medicine","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":[0.0004291199,0.0004158292,0.0003280024,0.000213932,0.0002143177,0.0002600882,0.0002781532,0.0004028128,0.0006830368],"category_scores_gemma":[0.000253188,0.0002086333,0.0004409773,0.0001516949,0.000145981,0.000401688,0.0002375161,0.0006180436,0.0003457702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002233874,"about_ca_system_score_gemma":0.0002615292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003511506,"about_ca_topic_score_gemma":0.0006158016,"domain_scores_codex":[0.9998036,0.00002268377,0.0000266979,0.00005039616,0.00007117145,0.0000255294],"domain_scores_gemma":[0.9998827,0.00001280064,0.00004026352,0.00001386077,0.00003802255,0.00001228652],"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":[0.0000148469,0.00002071325,0.00005057623,0.00003886344,0.000003264654,0.00001844967,0.000009583756,0.00009212939,0.9986524,0.00003358187,0.00001905034,0.001046579],"study_design_scores_gemma":[0.000006146643,0.0001685553,0.0006593824,0.000011088,0.00001087254,0.0000678338,0.000008811094,0.000994294,0.9964643,0.00001291021,0.001589014,0.00000676009],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291237,0.003582413,0.06406704,0.000143495,0.0001341683,0.0004175553,0.0003866411,0.000274762,0.001870321],"genre_scores_gemma":[0.9025736,0.002381052,0.09108808,0.0001137234,0.00002683852,0.0003399183,0.0008203159,0.0001006991,0.002555816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006830368,"threshold_uncertainty_score":0.002285004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1752132591420832,"score_gpt":0.3854433606444197,"score_spread":0.2102301015023365,"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."}}