{"id":"W4387106871","doi":"10.1186/s12992-023-00969-y","title":"The barriers, facilitators and association of vaccine certificates on COVID-19 vaccine uptake: a scoping review","year":2023,"lang":"en","type":"review","venue":"Globalization and Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa; Ottawa Hospital","funders":"Canadian Institutes of Health Research; Canadian Immunization Research Network; Ottawa Hospital Research Institute","keywords":"Vaccination; MEDLINE; Medicine; Pandemic; Public health; Family medicine; Coronavirus disease 2019 (COVID-19); Government (linguistics); Systematic review; Political science; Nursing; Virology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04643331,0.001954719,0.007720506,0.02557256,0.001719741,0.006623887,0.003167761,0.003904809,0.005094039],"category_scores_gemma":[0.2156849,0.002382464,0.008584232,0.025647,0.002090244,0.006021995,0.004112245,0.002202949,0.0006258878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007311834,"about_ca_system_score_gemma":0.03744762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555959,"about_ca_topic_score_gemma":0.02740182,"domain_scores_codex":[0.9624819,0.01277031,0.01630952,0.002074512,0.005380387,0.0009834574],"domain_scores_gemma":[0.7599968,0.1948523,0.02521941,0.002483493,0.01647718,0.0009708735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001349308,0.00002616927,0.00241566,0.912715,0.004064639,0.0001455983,0.001375777,0.0001532079,0.0001028007,0.001025347,0.002698762,0.07514222],"study_design_scores_gemma":[0.00002823982,0.00005117328,0.002823494,0.9699498,0.01209594,0.0001202528,0.0007953044,0.00006626875,0.00009525488,0.000310513,0.01363989,0.00002398981],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002166043,0.9928764,0.0004695394,0.001375504,0.0002887984,0.0009584214,0.000700911,0.00001460679,0.001149651],"genre_scores_gemma":[0.01300331,0.9825801,0.001164443,0.0006058319,0.0001213889,0.001790239,0.0005020538,0.00001182911,0.0002207293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04643331,"threshold_uncertainty_score":0.2455658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1174162827325515,"score_gpt":0.4528402341709183,"score_spread":0.3354239514383668,"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."}}