{"id":"W4281684290","doi":"10.1007/s40615-022-01339-x","title":"Racial/Ethnic Inequity in Transit-Based Spatial Accessibility to COVID-19 Vaccination Sites","year":2022,"lang":"en","type":"article","venue":"Journal of Racial and Ethnic Health Disparities","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Chinese University of Hong Kong; Research Grants Council, University Grants Committee","keywords":"Vaccination; Metropolitan area; Geography; Coronavirus disease 2019 (COVID-19); Ethnic group; Demography; Medicine; Political science; Disease; Infectious disease (medical specialty); Sociology; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00892221,0.0002255092,0.001004685,0.0002932644,0.0006037093,0.00002822889,0.0003042618,0.0001024582,0.0003012046],"category_scores_gemma":[0.01074443,0.0001887473,0.0001748236,0.0005565017,0.00008521496,0.0002042084,0.0002291808,0.0008380503,8.991311e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124722,"about_ca_system_score_gemma":0.001031961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002102223,"about_ca_topic_score_gemma":0.02025054,"domain_scores_codex":[0.9954792,0.001547195,0.001534284,0.0003135271,0.0006087604,0.0005170158],"domain_scores_gemma":[0.9943058,0.004145677,0.0007525904,0.0001691794,0.0001324516,0.0004943133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01041943,0.004132943,0.4486251,0.01245448,0.0002278263,0.0002425433,0.09997096,0.01187263,0.0003233866,0.01216016,0.03055611,0.3690144],"study_design_scores_gemma":[0.00241779,0.001638892,0.8815622,0.00009278161,0.00004407048,0.00001361812,0.001754491,0.0008759711,0.00001951576,0.1052025,0.006032371,0.0003458159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.877506,0.006275048,0.02445815,0.09051449,0.0003601346,0.0007185778,0.00008645125,0.00004693131,0.00003417923],"genre_scores_gemma":[0.9792222,0.0004686663,0.0009946082,0.01896503,0.000244445,0.00006061666,0.000005925894,0.0000135501,0.00002494954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4329371,"threshold_uncertainty_score":0.9976273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4154168850421261,"score_gpt":0.531887413713162,"score_spread":0.1164705286710359,"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."}}