{"id":"W3128069892","doi":"10.1126/scitranslmed.abd1525","title":"Development and deployment of COVID-19 vaccines for those most vulnerable","year":2021,"lang":"en","type":"review","venue":"Science Translational Medicine","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Wellcome Trust","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Software deployment; Medicine; Intensive care medicine; Outbreak; Computer science; Infectious disease (medical specialty); Pathology; Disease","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":[0.001174595,0.0005961612,0.0009974707,0.001642264,0.0003012346,0.001186311,0.0006709107,0.001714211,0.005569241],"category_scores_gemma":[0.002451496,0.0001897255,0.0007126579,0.0009276947,0.0004276657,0.001462448,0.0008227399,0.002152075,0.002085615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006521912,"about_ca_system_score_gemma":0.002135956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077766,"about_ca_topic_score_gemma":0.00192702,"domain_scores_codex":[0.9996027,0.0001164324,0.00006083381,0.00005700715,0.0001159247,0.00004700563],"domain_scores_gemma":[0.9990811,0.0005090431,0.0001163331,0.00002373279,0.0002103107,0.00005944476],"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":[0.00006591343,0.00006227883,0.0002702801,0.02123247,0.0001013506,0.0001116369,0.00009522805,0.0002765458,0.001203318,0.006726034,0.04115582,0.9286991],"study_design_scores_gemma":[0.00001662921,0.0001109173,0.0005974599,0.01425788,0.0001397312,0.0005881641,0.0001043499,0.00007621788,0.0004200734,0.002576837,0.9810962,0.00001557447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001698718,0.9953761,0.0002633042,0.001730487,0.0004804021,0.00001508946,0.00004640393,0.00001436807,0.001903987],"genre_scores_gemma":[0.0009760315,0.9971348,0.0003365368,0.0006893558,0.0002402046,0.00001580869,0.00004827303,0.000002316124,0.0005566635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005569241,"threshold_uncertainty_score":0.01863098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1944976401508305,"score_gpt":0.4720889654600487,"score_spread":0.2775913253092183,"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."}}