{"id":"W3128413258","doi":"10.1016/s0140-6736(21)00258-0","title":"Next-generation COVID-19 vaccines: here come the proteins","year":2021,"lang":"en","type":"letter","venue":"The Lancet","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Scopus; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Library science; Virology; Family medicine; Interim; MEDLINE; Political science; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008320093,0.001624695,0.002310414,0.001092613,0.003753429,0.007728137,0.002091763,0.08257753,0.01475134],"category_scores_gemma":[0.02593751,0.001001329,0.002393627,0.0007364387,0.00532722,0.01040446,0.003243639,0.04769848,0.0115966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005390181,"about_ca_system_score_gemma":0.008223826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005769074,"about_ca_topic_score_gemma":0.01054202,"domain_scores_codex":[0.992863,0.001933053,0.0006001641,0.0005856838,0.002943381,0.001074751],"domain_scores_gemma":[0.9848903,0.007234461,0.0009245522,0.000367172,0.001855518,0.004727955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009283149,0.00006136607,0.0001805738,0.00009585019,0.00001765793,0.0003896714,0.00005163491,0.00006216604,0.0002726729,0.00348717,0.9838101,0.01147829],"study_design_scores_gemma":[0.0002080927,0.0001357664,0.0003947249,0.0002744826,0.00002644414,0.0002780791,0.0001983403,0.0002829748,0.000125593,0.01320901,0.9848176,0.00004896923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001235778,0.005418741,0.0001750609,0.9611263,0.02972341,0.00001772916,0.00007988131,0.00003800317,0.003297297],"genre_scores_gemma":[0.001272672,0.002372469,0.0002999561,0.9512041,0.03878848,0.00003415166,0.00004345594,0.0000228984,0.005961839],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08257753,"threshold_uncertainty_score":0.04934818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618173076529338,"score_gpt":0.3723509681809167,"score_spread":0.2105336605279829,"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."}}