{"id":"W3135545681","doi":"10.47326/ocsat.2021.02.10.1.0","title":"COVID-19 Vaccination Strategy for Ontario Using Age and Neighbourhood-Based Prioritization","year":2021,"lang":"en","type":"report","venue":"","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Neighbourhood (mathematics); Population; Residence; Coronavirus disease 2019 (COVID-19); Prioritization; Demography; Environmental health; Immunology; Disease; Infectious disease (medical specialty); Business","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":[0.001684626,0.0003054482,0.0002043708,0.001435592,0.001378544,0.0008119383,0.0008289302,0.0002699021,0.00537487],"category_scores_gemma":[0.002992705,0.0002550339,0.0004944974,0.001768605,0.0002071285,0.0003705455,0.000918019,0.0002770382,0.0007677572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03060663,"about_ca_system_score_gemma":0.08865865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833418,"about_ca_topic_score_gemma":0.9927101,"domain_scores_codex":[0.9991335,0.0001163741,0.00005292005,0.00006173,0.0003552902,0.0002802743],"domain_scores_gemma":[0.9982286,0.00006082566,0.0001686635,0.00004542517,0.0009719891,0.0005245769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008698676,0.0004562862,0.5384117,0.001039692,0.0001645406,0.0005996848,0.00238495,0.00365421,0.00299853,0.003786451,0.2420425,0.2035917],"study_design_scores_gemma":[0.0002584116,0.0004061454,0.8775311,0.0004243616,0.0001112,0.0001604412,0.001771541,0.002662012,0.0007119496,0.0003692023,0.1155593,0.00003442436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6410127,0.004136838,0.007253261,0.02402732,0.0005532451,0.009485232,0.09704142,0.0008209469,0.215669],"genre_scores_gemma":[0.8778917,0.00443898,0.01850865,0.003068042,0.0001506951,0.003080442,0.02985378,0.0001015236,0.06290622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03060663,"threshold_uncertainty_score":0.2220677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.539121920292462,"score_gpt":0.501824063024491,"score_spread":0.03729785726797097,"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."}}