{"id":"W3206555943","doi":"10.3390/cells10102716","title":"Vaccines against COVID-19: Priority to mRNA-Based Formulations","year":2021,"lang":"en","type":"review","venue":"Cells","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Virology; Context (archaeology); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Medicine; 2019-20 coronavirus outbreak; Messenger RNA; Biology; Outbreak; Gene; Infectious disease (medical specialty); Genetics; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005032829,0.0004787404,0.001864412,0.0005451117,0.0001753511,0.00008787774,0.0003859802,0.0004358719,0.0001509218],"category_scores_gemma":[0.001189619,0.0003921589,0.0008328427,0.001263477,0.00003907886,0.0000471226,0.0001834068,0.0006550674,0.0009217695],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007290523,"about_ca_system_score_gemma":0.00697739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006904091,"about_ca_topic_score_gemma":0.00004184497,"domain_scores_codex":[0.9972076,0.0001857222,0.0006933061,0.0007418519,0.0005991556,0.0005723272],"domain_scores_gemma":[0.9972841,0.0007369693,0.0001674065,0.001146,0.0002812686,0.0003842949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003975662,0.0004097737,0.0001924995,0.05138261,0.0002926453,0.0007634989,0.0001129822,0.00000562553,0.0003578936,0.0001074206,0.02791773,0.9184176],"study_design_scores_gemma":[0.0006633228,0.0000846465,0.000004857385,0.004454078,0.0004802459,0.00001763292,0.00001119017,0.0000361069,0.0007360227,0.00001212916,0.9931412,0.0003585928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001063286,0.991595,0.001016787,0.0004394703,0.0004212191,0.00238101,0.0001010946,0.0001454625,0.003793588],"genre_scores_gemma":[0.00002325677,0.8823679,0.001193612,0.1134405,0.001061687,0.0004380234,0.0003050551,0.0001625687,0.001007359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9652234,"threshold_uncertainty_score":0.9998561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118694728188776,"score_gpt":0.4366762435206201,"score_spread":0.3248067707017425,"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."}}