{"id":"W4392970482","doi":"10.1016/j.vaccine.2024.03.034","title":"CHO cells for virus-like particle and subunit vaccine manufacturing","year":2024,"lang":"en","type":"article","venue":"Vaccine","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"PROTEO; Université de Montréal; Université du Québec à Montréal; National Research Council Canada","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Chinese hamster ovary cell; Virology; Immunogenicity; Virus-like particle; Virus; Monoclonal antibody; Biology; Recombinant DNA; Antibody; Cell culture; Immunology; 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":[0.001598676,0.001438534,0.001677499,0.002244488,0.001069384,0.001150124,0.001591865,0.0009695916,0.01579519],"category_scores_gemma":[0.001144278,0.0006655301,0.00136342,0.00231761,0.0004880946,0.0006824128,0.001303432,0.002008064,0.03064996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007390037,"about_ca_system_score_gemma":0.00125424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379571,"about_ca_topic_score_gemma":0.002798423,"domain_scores_codex":[0.9982592,0.0003369577,0.0002439893,0.000235748,0.0007350918,0.0001890367],"domain_scores_gemma":[0.999553,0.00007829622,0.0000468284,0.0001326627,0.0001415462,0.00004760882],"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":[0.0005321275,0.0002365444,0.0004813564,0.002660569,0.00005928432,0.0007367237,0.0003950182,0.0002844514,0.8752187,0.007130506,0.03103117,0.08123358],"study_design_scores_gemma":[0.0001351328,0.0005199796,0.001490443,0.0002631579,0.00009008603,0.001303505,0.0000666443,0.0005062893,0.2486564,0.001162025,0.7457463,0.00006000611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06804504,0.09728162,0.4882089,0.004841754,0.009374544,0.01970661,0.111072,0.01296944,0.1885],"genre_scores_gemma":[0.1195232,0.06473008,0.5229649,0.001785743,0.001434667,0.01458713,0.1587937,0.002489506,0.1136912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01579519,"threshold_uncertainty_score":0.05284023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008084656789061225,"score_gpt":0.2544953589807117,"score_spread":0.2464107021916505,"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."}}