{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.02691677,0.0003945009,0.0009805361,0.0005069902,0.002531062,0.002614328,0.009356786,0.0005643487,0.00338869],"category_scores_gemma":[0.007328617,0.000344744,0.0001457001,0.002126382,0.0001288642,0.0009369125,0.01257056,0.007456992,0.00008923815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323553,"about_ca_system_score_gemma":0.005155428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6819443,"about_ca_topic_score_gemma":0.920666,"domain_scores_codex":[0.9727238,0.02220169,0.0008701999,0.001181753,0.001807571,0.001215011],"domain_scores_gemma":[0.9912639,0.005064197,0.0001664841,0.002285191,0.0005219345,0.0006983469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003723708,0.001793576,0.7403942,0.00003846973,0.00006400641,0.0006666642,0.2501615,0.00004637062,0.00002163897,0.0005449969,0.004727019,0.001169223],"study_design_scores_gemma":[0.001798492,0.0002423401,0.6243185,0.00026799,0.00001850175,3.714423e-7,0.3636044,0.00002099639,0.000004742573,0.00684881,0.00254676,0.0003281038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719095,0.000801649,0.00001300397,0.01418498,0.0002792572,0.005316875,0.00008105701,0.00003953284,0.007374131],"genre_scores_gemma":[0.9954076,0.001042872,0.0001597584,0.001137775,0.0002094642,0.0004786109,0.00016676,0.00004888649,0.001348245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2387218,"threshold_uncertainty_score":0.9999005,"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."}}