{"id":"W4387971830","doi":"10.26685/urncst.533","title":"Contextualizing Vaccine Hesitancy: A Scoping Review of Factors Influencing COVID-19 Vaccine Uptake","year":2023,"lang":"en","type":"review","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"CINAHL; Scopus; Vaccination; Government (linguistics); Public health; Pandemic; Psychological intervention; MEDLINE; Coronavirus disease 2019 (COVID-19); Medicine; Environmental health; Public relations; Family medicine; Psychology; Nursing; Political science; Immunology; Disease","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":[0.02314287,0.001290028,0.004044167,0.01303083,0.001339848,0.005492738,0.001842695,0.002713311,0.00341989],"category_scores_gemma":[0.1141111,0.001286381,0.005537958,0.01453725,0.001700165,0.005008763,0.002858785,0.002332753,0.0003735074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004553571,"about_ca_system_score_gemma":0.02368617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505887,"about_ca_topic_score_gemma":0.02959658,"domain_scores_codex":[0.9833556,0.007717198,0.00501243,0.0009276729,0.002405304,0.0005818162],"domain_scores_gemma":[0.8690271,0.1125895,0.009318614,0.0009056492,0.007583193,0.0005759789],"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":[0.000147939,0.00006018949,0.004985641,0.8214433,0.003265637,0.0003146537,0.006284606,0.0002488839,0.0001905466,0.001630906,0.00334347,0.1580843],"study_design_scores_gemma":[0.00002985596,0.00009035414,0.006349453,0.9513958,0.008000724,0.0002886203,0.004258402,0.00008573971,0.0001819269,0.0006691316,0.02860965,0.00004042494],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003609956,0.9930108,0.0003210556,0.001162933,0.000200946,0.0003172435,0.0002280985,0.000006100908,0.001142742],"genre_scores_gemma":[0.02245387,0.9750118,0.0008062271,0.0006522734,0.00008164618,0.0006293515,0.0002250371,0.000006606019,0.0001330313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02314287,"threshold_uncertainty_score":0.1223926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2355806764419556,"score_gpt":0.5353532015787711,"score_spread":0.2997725251368155,"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."}}