{"id":"W3207607152","doi":"10.1371/journal.pgph.0000020","title":"Vaccine rollout strategies: The case for vaccinating essential workers early","year":2021,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta; Simon Fraser University","funders":"Canada Research Chairs; Genome British Columbia; Government of Canada; Natural Sciences and Engineering Research Council of Canada; Government of Alberta; Australian Government; Genome Canada","keywords":"Medicine; Vaccination; Coronavirus disease 2019 (COVID-19); Population; Environmental health; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02595196,0.001065325,0.001053472,0.001007636,0.0008642158,0.003909622,0.002149332,0.003647898,0.01700515],"category_scores_gemma":[0.0739316,0.0003761822,0.001537728,0.0008493463,0.001328884,0.007117199,0.002061244,0.003824898,0.001244654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002350389,"about_ca_system_score_gemma":0.006174583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01977128,"about_ca_topic_score_gemma":0.02270302,"domain_scores_codex":[0.9879919,0.008343012,0.0004229511,0.0007814946,0.001021522,0.001439249],"domain_scores_gemma":[0.9502181,0.03666208,0.005854089,0.002047024,0.002683379,0.002535359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002996651,0.001048784,0.2194646,0.003607963,0.001774198,0.001264634,0.002749556,0.02813754,0.002184741,0.1000263,0.08847357,0.5482715],"study_design_scores_gemma":[0.001608868,0.00647791,0.3051202,0.01855633,0.003106175,0.001699458,0.01065433,0.06224043,0.003661372,0.188337,0.3981152,0.000422634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3072987,0.05682171,0.07430682,0.4362136,0.003636999,0.002275323,0.004540075,0.001021993,0.1138848],"genre_scores_gemma":[0.9009107,0.009374582,0.02531433,0.05152954,0.001562442,0.0009282652,0.0009353512,0.0001209013,0.00932401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02595196,"threshold_uncertainty_score":0.1372487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2621449415018573,"score_gpt":0.4532813920499946,"score_spread":0.1911364505481373,"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."}}