{"id":"W4206646812","doi":"10.3386/w29563","title":"COVID-19 Vaccination Mandates and Vaccine Uptake","year":2021,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"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); Internal medicine","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":[0.002887275,0.0001600335,0.0002917055,0.0007606663,0.0002532904,0.0009190352,0.0006109843,0.0004164185,0.004117495],"category_scores_gemma":[0.01921793,0.0001600327,0.0005508035,0.0008229234,0.0003015366,0.0004595299,0.0007890483,0.001011729,0.0005820961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004641813,"about_ca_system_score_gemma":0.004002874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4738967,"about_ca_topic_score_gemma":0.5242603,"domain_scores_codex":[0.9967068,0.0006863332,0.000119114,0.000276925,0.001104797,0.001106061],"domain_scores_gemma":[0.9860073,0.005175204,0.005285528,0.000450867,0.001960293,0.001120954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006157538,0.0001970795,0.9713354,0.00008621884,0.0001616011,0.000105455,0.0003372618,0.003161534,0.0005866564,0.001279662,0.002746786,0.01938644],"study_design_scores_gemma":[0.00001063493,0.0001786392,0.9951491,0.0000136693,0.00003497885,0.00002254696,0.0001887352,0.001568119,0.0003899531,0.00006467195,0.002372643,0.000006320916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755784,0.0006919875,0.0003407396,0.001094858,0.00002647599,0.00006041037,0.005501076,0.00003534584,0.0166707],"genre_scores_gemma":[0.9944535,0.0001580352,0.000157061,0.0000923308,0.0000171442,0.00002087599,0.00230681,0.00000568683,0.002788485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4738967,"threshold_uncertainty_score":0.9422766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3552066403770507,"score_gpt":0.5544231901120292,"score_spread":0.1992165497349785,"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."}}