{"id":"W4293210260","doi":"10.2139/ssrn.4114452","title":"COVID-19 Vaccination Mandates and Vaccine Uptake","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Outbreak; Infectious disease (medical specialty); 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":[0.004525686,0.0001220954,0.0003177692,0.001025322,0.000540961,0.001516284,0.0008156368,0.001210693,0.01265033],"category_scores_gemma":[0.02792701,0.0002639123,0.0006119676,0.001152411,0.0004586606,0.001419014,0.001741157,0.002259735,0.001287899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216695,"about_ca_system_score_gemma":0.001914179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739429,"about_ca_topic_score_gemma":0.02008109,"domain_scores_codex":[0.9972835,0.0008636725,0.0002967179,0.0002223891,0.0005110362,0.0008226623],"domain_scores_gemma":[0.9747537,0.008579056,0.01160446,0.0007228423,0.001362325,0.002977593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006685373,0.0003083259,0.9841644,0.00006901589,0.00008845251,0.00009823525,0.0006691155,0.0001829253,0.0002229644,0.001250091,0.002742095,0.00953585],"study_design_scores_gemma":[0.00001344274,0.0001762993,0.9960222,0.00006070436,0.00003859196,0.00009235923,0.000692795,0.0003201576,0.0001887966,0.0001872026,0.002199387,0.000008242406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983757,0.0009743453,0.00007109615,0.002950906,0.0000570986,0.00002762053,0.001791672,0.00002006369,0.01035012],"genre_scores_gemma":[0.9963508,0.0002589448,0.0000486555,0.0004045346,0.000071041,0.00002603184,0.0007159587,0.00001231124,0.002111703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739429,"threshold_uncertainty_score":0.0423196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334837958028514,"score_gpt":0.2975938562855401,"score_spread":0.284245476705255,"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."}}