{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000923805,0.0001968548,0.0003688684,0.0001212713,0.0005855437,0.0003266074,0.0001501291,0.0004456657,0.006029674],"category_scores_gemma":[0.0007037132,0.0001978092,0.0001658496,0.0001833123,0.00001031634,0.000200438,0.00004525602,0.0002134672,0.000004659287],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398255,"about_ca_system_score_gemma":0.02173256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3197663,"about_ca_topic_score_gemma":0.9219224,"domain_scores_codex":[0.9981935,0.00007869206,0.0003153434,0.0004754448,0.0006000599,0.0003369444],"domain_scores_gemma":[0.9986427,0.0002132983,0.0002093357,0.0001706756,0.0004896573,0.0002742775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009020749,0.0001283922,0.07589436,0.0006687218,0.0003031342,0.0001607271,0.01170001,0.00002611778,0.000006507254,0.007784079,0.8744466,0.02879121],"study_design_scores_gemma":[0.0005456675,0.00005037507,0.04042502,0.00004932,0.0001573409,0.000009621384,0.003750877,0.000002911168,0.000004320177,0.002059482,0.9525876,0.0003574579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03251623,0.005183589,0.007296001,0.007300657,0.003467527,0.002519786,0.00006198203,0.0002459301,0.9414083],"genre_scores_gemma":[0.3122233,0.004361764,0.0005943766,0.0005867262,0.002597017,0.0001457679,0.000332548,0.00004875686,0.6791098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6021561,"threshold_uncertainty_score":0.9948789,"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."}}