{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001370591,0.0001133618,0.0002792481,0.00003765115,0.0002472389,0.00003280331,0.0002764604,0.00006408712,0.0001624292],"category_scores_gemma":[0.01727182,0.00007759063,0.00007833231,0.0004566655,0.00006739236,0.00006851915,0.000195663,0.0002001226,0.000005444542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00080616,"about_ca_system_score_gemma":0.0003098224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004091075,"about_ca_topic_score_gemma":0.1580032,"domain_scores_codex":[0.9985912,0.0001614889,0.0005429552,0.0003150294,0.0001459171,0.0002433689],"domain_scores_gemma":[0.9946494,0.004512645,0.0001937818,0.0004293919,0.0001480072,0.00006683836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003871104,0.0006401811,0.922251,0.000167826,0.00003399723,0.00000272178,0.002810929,0.000006199562,0.000236948,0.0641282,0.00562902,0.004054286],"study_design_scores_gemma":[0.0002585412,0.00006580035,0.717878,0.00001121319,0.00001252536,0.000001064634,0.00009779969,0.00002008764,0.0001516691,0.2649444,0.01649067,0.00006828653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851167,0.0001091986,0.001634169,0.01035862,0.00005296038,0.0007658133,0.00001166456,0.00009973589,0.001851126],"genre_scores_gemma":[0.9947408,0.00003842163,0.00363738,0.000612987,0.00001456401,0.0003466086,0.00000997002,0.000007596453,0.0005916194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.204373,"threshold_uncertainty_score":0.9910061,"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."}}