{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002682093,0.000269829,0.001170805,0.0001112607,0.0009720382,0.00006772932,0.0005838805,0.0000929185,0.001384901],"category_scores_gemma":[0.00287271,0.000192291,0.0002080053,0.0006762217,0.00001202453,0.000118988,0.00007057633,0.0002996128,0.00000119019],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006461035,"about_ca_system_score_gemma":0.007274052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2457168,"about_ca_topic_score_gemma":0.9491396,"domain_scores_codex":[0.9967876,0.001208581,0.0007612736,0.0004113805,0.0004441229,0.0003870154],"domain_scores_gemma":[0.9979928,0.00096218,0.0004567515,0.0003594039,0.00003582696,0.0001930408],"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":[0.00002374311,0.0001145822,0.02745998,0.6739762,0.00007357992,0.0002142311,0.001675633,6.663461e-7,5.402108e-9,0.007002414,0.09623696,0.1932219],"study_design_scores_gemma":[0.0003106333,0.00001600721,0.000416032,0.05322026,0.0001684451,0.000005300455,0.00007548762,3.083503e-7,1.522046e-9,0.0001705648,0.9454066,0.0002103513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001973869,0.7720919,0.00001267678,0.00237424,0.00007108849,0.2249264,0.00002027582,0.00001978171,0.0004816836],"genre_scores_gemma":[6.407408e-7,0.6458408,0.00003287317,0.001036662,0.0001114238,0.3527483,0.00002504959,0.00001794089,0.0001862811],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8491697,"threshold_uncertainty_score":0.999528,"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."}}