{"id":"W3127825392","doi":"10.12688/wellcomeopenres.16576.1","title":"COVID-19 vaccine hesitancy in an ethnically diverse community: descriptive findings from the Born in Bradford study","year":2021,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Health Foundation; Medical Research Council; National Institute for Health and Care Research; Department of Health and Social Care; Wellcome Trust","keywords":"Population; Ethnic group; Demography; Political science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002908828,0.0001931325,0.0005854213,0.001180713,0.002843373,0.002244596,0.001072357,0.0005684296,0.003071565],"category_scores_gemma":[0.01167367,0.0004221272,0.0003513364,0.002308278,0.001455721,0.001534434,0.002509647,0.001514768,0.0002941548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003202243,"about_ca_system_score_gemma":0.003486244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2426842,"about_ca_topic_score_gemma":0.3345244,"domain_scores_codex":[0.9976343,0.0008351073,0.0002405295,0.0002091415,0.0005077427,0.0005733016],"domain_scores_gemma":[0.9925638,0.001802959,0.002476945,0.0002623795,0.0009957312,0.001898214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001434853,0.0002490128,0.8769603,0.0003215307,0.00006123816,0.0007585065,0.110378,0.0000197229,0.0001402056,0.0003494288,0.004271208,0.006347304],"study_design_scores_gemma":[0.000007826343,0.00009438063,0.808302,0.0003585117,0.00002268205,0.0001913912,0.1893524,0.00005143507,0.00003639541,0.00006494752,0.001497345,0.00002056184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997621,0.0004452049,0.00002000634,0.000631887,0.00001627922,0.00002702632,0.0002799202,0.000001373707,0.0009572083],"genre_scores_gemma":[0.9986786,0.0003497541,0.00003124676,0.0004167489,0.00000836282,0.00004821158,0.0001505294,0.000002840895,0.0003137383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2426842,"threshold_uncertainty_score":0.4825433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3794267674253295,"score_gpt":0.4905848890122738,"score_spread":0.1111581215869443,"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."}}