{"id":"W4220786778","doi":"10.1101/2022.03.15.22272438","title":"COVID-19 Vaccine Hesitancy among Marginalized Populations in the U.S. and Canada: Protocol for a Scoping Review","year":2022,"lang":"en","type":"review","venue":"medRxiv","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Toronto","funders":"","keywords":"Conceptualization; Context (archaeology); Coronavirus disease 2019 (COVID-19); Vaccination; Thematic analysis; Systematic review; Pandemic; Political science; Medicine; MEDLINE; Sociology; Geography; Qualitative research; Social science; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1165044,0.005354926,0.01227181,0.01945497,0.007632528,0.01049496,0.00659559,0.009416365,0.07186478],"category_scores_gemma":[0.1133286,0.006399048,0.0150992,0.01872256,0.006135254,0.008209165,0.007348286,0.007861306,0.01288336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03167715,"about_ca_system_score_gemma":0.171707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04461806,"about_ca_topic_score_gemma":0.08540455,"domain_scores_codex":[0.9480821,0.01986342,0.01842004,0.00422037,0.00607158,0.003342538],"domain_scores_gemma":[0.9133125,0.02781383,0.01243157,0.007507854,0.03502412,0.003910145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007999791,0.0008040979,0.001895944,0.7675418,0.001706646,0.001800243,0.0121277,0.003012454,0.003443666,0.01543019,0.09082887,0.09340863],"study_design_scores_gemma":[0.01793967,0.001672723,0.008608256,0.5258588,0.003495079,0.0006934463,0.006307554,0.001393156,0.002704508,0.01537578,0.4152421,0.0007090418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001919332,0.0008532155,0.0008416615,0.0002807154,0.0001362332,0.9946461,0.002388451,0.00003925474,0.0006222855],"genre_scores_gemma":[0.0002578951,0.0008358615,0.00222248,0.0001534463,0.00001861589,0.9958193,0.0004379509,0.000005434678,0.0002490098],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9553819,"threshold_uncertainty_score":0.6161413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034424298756881,"score_gpt":0.4537375118077858,"score_spread":0.2502950819320977,"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."}}