{"id":"W4210401017","doi":"10.21203/rs.3.rs-1146923/v3","title":"COVID-19 Vaccination Mandates and Vaccine Uptake","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":5,"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; Political science; 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":[0.006708014,0.0001316679,0.0003821952,0.0008004629,0.0004420409,0.001751319,0.0007084467,0.00105205,0.01659284],"category_scores_gemma":[0.0620532,0.0001996267,0.0003892614,0.001283488,0.0005532659,0.001180793,0.001529845,0.00189179,0.001235073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421626,"about_ca_system_score_gemma":0.001580029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0185018,"about_ca_topic_score_gemma":0.01888636,"domain_scores_codex":[0.9959449,0.001937604,0.0002367877,0.0003964907,0.0005892682,0.0008950092],"domain_scores_gemma":[0.9429734,0.03784308,0.01230551,0.00133675,0.002604638,0.002936599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001360522,0.0003833255,0.9146861,0.0002120653,0.0002929265,0.000190331,0.002144708,0.001111371,0.0002806591,0.0250292,0.01823984,0.03606894],"study_design_scores_gemma":[0.00005792244,0.0002387678,0.9733045,0.0001558579,0.0001502809,0.00009561351,0.002764522,0.002024022,0.0004979605,0.00666057,0.0140304,0.00001951296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443153,0.002161505,0.0005291188,0.01208468,0.0001510304,0.00004365097,0.005267072,0.0000340972,0.03541351],"genre_scores_gemma":[0.9936407,0.0003492495,0.000125769,0.0003963608,0.00009883009,0.00004125497,0.0008429995,0.00001591279,0.004488921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0185018,"threshold_uncertainty_score":0.05550855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025676430326769,"score_gpt":0.4636250307083646,"score_spread":0.3610573876756876,"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."}}