{"id":"W3165690667","doi":"10.32866/001c.24082","title":"The Accessibility Implications of a Pilot COVID-19 Vaccination Program in Hamilton, Ontario","year":2021,"lang":"en","type":"article","venue":"Findings","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; McMaster University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Government (linguistics); Pilot program; Vaccination; Geography; Distribution (mathematics); Pharmacy; Population; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Socioeconomics; Business; Environmental health; Medicine; Virology; Sociology; Family medicine; Outbreak; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001004751,0.0001231904,0.0002129809,0.0005267845,0.00307697,0.00107646,0.001028401,0.0004062438,0.00202751],"category_scores_gemma":[0.005067424,0.000220628,0.0002525171,0.001645922,0.001310935,0.0005869615,0.001084495,0.0006575054,0.0001008351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03263652,"about_ca_system_score_gemma":0.03303352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908454,"about_ca_topic_score_gemma":0.9965171,"domain_scores_codex":[0.9981878,0.0004173695,0.0000525708,0.0001256002,0.000372558,0.0008440409],"domain_scores_gemma":[0.9963828,0.0005610591,0.0006857039,0.0001334618,0.001289515,0.0009473252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003833084,0.0002755809,0.9480705,0.0002095469,0.00006007446,0.0009623296,0.01791848,0.0003161911,0.0007226684,0.002443538,0.006878214,0.02175964],"study_design_scores_gemma":[0.00001986128,0.00009836533,0.97933,0.00007377608,0.00002682494,0.00006162088,0.01668601,0.0002009912,0.00009063257,0.0001185905,0.003281777,0.00001143193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903502,0.0002363744,0.00009413359,0.002187676,0.00001333228,0.0001072574,0.0008423058,0.000003784691,0.006164942],"genre_scores_gemma":[0.9982377,0.0001793739,0.00008434445,0.000219754,0.000004606414,0.00002422296,0.0001495987,0.0000018414,0.001098509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03263652,"threshold_uncertainty_score":0.2367956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3238421192666123,"score_gpt":0.4813703140308903,"score_spread":0.157528194764278,"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."}}