{"id":"W3178703929","doi":"10.3390/vaccines9070722","title":"Vectored-Vaccine Platforms Enabled Rapid Development of Safe and Effective Vaccines in Response to COVID-19 Pandemic Situation","year":2021,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Outbreak; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Public health; Medicine; Severe acute respiratory syndrome coronavirus; Disease; Infectious disease (medical specialty); Pathology","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":[0.0009080038,0.0005958314,0.0005245073,0.0005212377,0.0002727684,0.001612171,0.0004825999,0.0008245607,0.003913916],"category_scores_gemma":[0.00087027,0.0002627616,0.000457534,0.0003493536,0.0003720577,0.001512032,0.0009838102,0.001941797,0.00167687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005588817,"about_ca_system_score_gemma":0.0007719863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006337312,"about_ca_topic_score_gemma":0.0007701159,"domain_scores_codex":[0.9995356,0.0001152959,0.00003252098,0.0000930492,0.000137081,0.00008654185],"domain_scores_gemma":[0.9997384,0.00003578351,0.00004920609,0.00002490805,0.0001091968,0.00004251412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005745798,0.0002976269,0.002537172,0.001800731,0.0001674985,0.0003757598,0.0002833602,0.004582302,0.6896662,0.03163865,0.02355368,0.2445225],"study_design_scores_gemma":[0.0001652207,0.00380066,0.003589402,0.0005333181,0.0003109539,0.0007219756,0.000329616,0.01133241,0.4242153,0.01068923,0.5441989,0.0001130222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.475574,0.1362962,0.2729844,0.02386872,0.01001755,0.001859148,0.01127925,0.004474298,0.06364644],"genre_scores_gemma":[0.7637448,0.08250087,0.1166582,0.003584351,0.0007866485,0.00086399,0.009672432,0.0002439109,0.02194483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003913916,"threshold_uncertainty_score":0.01309335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019598493038017,"score_gpt":0.3516483671909741,"score_spread":0.3114523822605939,"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."}}