{"id":"W4205421365","doi":"10.47326/ocsat.2021.02.26.1.0","title":"A Vaccination Strategy for Ontario COVID-19 Hotspots and Essential Workers","year":2021,"lang":"en","type":"report","venue":"","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Mass vaccination; Coronavirus disease 2019 (COVID-19); Per capita; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Environmental health; Geography; Demography; Outbreak; Virology; Infectious disease (medical specialty); Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004614899,0.0002198798,0.0001113758,0.0009198113,0.001904,0.0006314327,0.0005825024,0.000363747,0.004372245],"category_scores_gemma":[0.001158081,0.000181005,0.0003388604,0.0008536262,0.0002398707,0.0003326262,0.0008909068,0.0003606965,0.0004182276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03514616,"about_ca_system_score_gemma":0.1071383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9813569,"about_ca_topic_score_gemma":0.9932262,"domain_scores_codex":[0.9995844,0.00003269613,0.00001425949,0.0000234422,0.0001157688,0.0002294036],"domain_scores_gemma":[0.998947,0.00002948817,0.00009895861,0.00001480402,0.0003623496,0.0005474343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005231622,0.0004942739,0.4416446,0.001220654,0.00009098386,0.0008518902,0.00625814,0.003161071,0.005623194,0.008855216,0.3190176,0.2122592],"study_design_scores_gemma":[0.0001609618,0.0003113622,0.8756309,0.0004941379,0.00004929234,0.0001122663,0.004280972,0.001550366,0.0006106423,0.0005072808,0.1162654,0.00002644106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7409469,0.004651643,0.002580503,0.0520433,0.0003768271,0.003404845,0.03392136,0.0002691868,0.1618054],"genre_scores_gemma":[0.9125085,0.003723929,0.00637029,0.003398196,0.0001187353,0.001169396,0.008671694,0.00002917796,0.06400996],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03514616,"threshold_uncertainty_score":0.2550045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08840119111773292,"score_gpt":0.3951289556511835,"score_spread":0.3067277645334506,"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."}}