{"id":"W4285797856","doi":"10.1186/s41256-022-00255-1","title":"COVID-19 vaccine hesitancy in Africa: a scoping review","year":2022,"lang":"en","type":"review","venue":"Global Health Research and Policy","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia; Simon Fraser University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Public health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Medicine; Virology; Betacoronavirus; Coronavirus Infections; Environmental health; Outbreak; Infectious disease (medical specialty); Nursing; Disease; Pathology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01042352,0.000331793,0.001999742,0.0006517489,0.001970226,0.0001252457,0.0008117669,0.0002216796,0.001609006],"category_scores_gemma":[0.008173755,0.0003059803,0.0002147149,0.006045223,0.00005359899,0.0001645414,0.0004812425,0.001148108,0.0001037689],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007347558,"about_ca_system_score_gemma":0.06221408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03563753,"about_ca_topic_score_gemma":0.03383694,"domain_scores_codex":[0.9899424,0.00480474,0.001076491,0.0007448645,0.001237144,0.00219441],"domain_scores_gemma":[0.9954718,0.001307201,0.0003110308,0.0004989404,0.00009524114,0.002315762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008370801,0.00005696371,0.00003613653,0.1755579,0.00001057028,0.00007258725,0.0005349892,1.681108e-8,1.135274e-10,0.02152352,0.08126216,0.7209368],"study_design_scores_gemma":[0.0001959385,0.000174295,0.00001229962,0.09723435,0.00001248542,0.00001890406,0.0001407685,4.530473e-8,1.88867e-10,0.003490603,0.8985441,0.0001761719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.060586e-7,0.9472651,0.000001844931,0.02787041,0.00009894967,0.004329832,0.0001703391,0.00005478087,0.02020835],"genre_scores_gemma":[0.000002385055,0.9930335,0.00002246318,0.004538571,0.0008131695,0.0005994539,0.00005589383,0.0000228238,0.0009117823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.817282,"threshold_uncertainty_score":0.9999392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4124723468394217,"score_gpt":0.6065110912506273,"score_spread":0.1940387444112056,"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."}}