{"id":"W6925218224","doi":"10.17605/osf.io/gxe9d","title":"COVID-19 Vaccine Hesitancy among Marginalized Populations in the U.S. and Canada: Protocol for a Scoping Review","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Context (archaeology); Thematic analysis; Systematic review; Protocol (science); Population; Grey literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1145579,0.005622054,0.01208114,0.01847361,0.007952441,0.01103535,0.006756033,0.009887083,0.07024232],"category_scores_gemma":[0.1100726,0.00650279,0.01503624,0.01828586,0.006561538,0.009080278,0.007783382,0.008632181,0.01298554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0328695,"about_ca_system_score_gemma":0.1733652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04272775,"about_ca_topic_score_gemma":0.0845383,"domain_scores_codex":[0.9503558,0.01916131,0.01700173,0.004143862,0.006034802,0.003302566],"domain_scores_gemma":[0.9207208,0.02524594,0.01168227,0.006979728,0.03143561,0.003935641],"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":[0.008697468,0.0008580443,0.001933729,0.7545216,0.001734714,0.001828284,0.01292768,0.003155697,0.003656266,0.01591458,0.1012907,0.09348126],"study_design_scores_gemma":[0.01875805,0.001703769,0.008633651,0.4912528,0.00341785,0.0007509288,0.006596128,0.001419573,0.00261914,0.0169902,0.447124,0.00073398],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000193041,0.0008406626,0.0008252837,0.0003113517,0.0001443766,0.9946411,0.002358432,0.00004342364,0.0006423811],"genre_scores_gemma":[0.0002464692,0.0008170304,0.002270288,0.0001745127,0.00001885881,0.9957177,0.0004827813,0.000005906961,0.0002665306],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9572722,"threshold_uncertainty_score":0.6058471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09914269969944273,"score_gpt":0.445404417278345,"score_spread":0.3462617175789023,"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."}}