{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001459949,0.0002652516,0.0006317048,0.0007200227,0.0001019778,0.0000242366,0.0001253534,0.0001585837,0.00006630228],"category_scores_gemma":[0.004216347,0.0002139752,0.00006782298,0.001209885,0.00001152859,0.0001398957,0.0001845097,0.0002209743,0.00002692786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004110925,"about_ca_system_score_gemma":0.001259029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001247933,"about_ca_topic_score_gemma":0.0009656328,"domain_scores_codex":[0.997918,0.0001428758,0.0006083039,0.0005411725,0.0003809774,0.0004087361],"domain_scores_gemma":[0.9979383,0.001073084,0.000107134,0.0003801435,0.0003409316,0.0001603828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01402728,0.000186032,0.46866,0.0004384217,0.00009521261,0.0001280025,0.003502187,0.000007357049,0.4923454,0.00001414171,0.0002163148,0.0203797],"study_design_scores_gemma":[0.008065336,0.000467276,0.7172422,0.0002064902,0.00004035703,0.0001290603,0.000717495,0.0001094144,0.2497989,0.0001844633,0.02279829,0.0002406907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959797,0.001188997,0.0004456112,0.0009871952,0.00009777225,0.001120833,0.000005458986,0.0000661304,0.0001082954],"genre_scores_gemma":[0.9911108,0.00003707312,0.0009741197,0.007453332,0.00009848853,0.0001894797,0.00001583707,0.00003240455,0.00008844071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2485822,"threshold_uncertainty_score":0.8725655,"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."}}