{"id":"W3209486726","doi":"10.1101/2021.10.21.21265355","title":"COVID-19 Vaccination Mandates and Vaccine Uptake","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Counterfactual thinking; Vaccination; Mandate; Coronavirus disease 2019 (COVID-19); Government (linguistics); Population; Demography; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Environmental health; Virology; Psychology; Internal medicine; Law","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":[0.005024567,0.0001888189,0.0004396975,0.000553121,0.0002914898,0.001265638,0.0005942822,0.0005106228,0.006328304],"category_scores_gemma":[0.02622038,0.0001738595,0.0006637454,0.000606911,0.0004648066,0.0004532337,0.0008642577,0.001080677,0.0006823461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005517735,"about_ca_system_score_gemma":0.004060618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.309222,"about_ca_topic_score_gemma":0.2474934,"domain_scores_codex":[0.9961965,0.001211611,0.0001178461,0.0003747871,0.0008771667,0.0012222],"domain_scores_gemma":[0.9840099,0.008314063,0.004316029,0.0006097751,0.001832352,0.0009177601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002354124,0.000380494,0.9155411,0.0002598258,0.0005271992,0.0002489971,0.0005022033,0.02518482,0.001638601,0.00840315,0.006526434,0.03843311],"study_design_scores_gemma":[0.00008760863,0.0006765608,0.9735274,0.00005802628,0.000207968,0.00005568903,0.0004987685,0.01390846,0.001799583,0.0008775492,0.008275978,0.00002640388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767103,0.001003398,0.0008446662,0.00163572,0.00004203398,0.00005182402,0.003815449,0.00005440484,0.01584222],"genre_scores_gemma":[0.9977514,0.0000857586,0.0001490666,0.00007231205,0.00001190978,0.000009924648,0.0007682254,0.000004668886,0.001146675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.309222,"threshold_uncertainty_score":0.6148442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03641364075417557,"score_gpt":0.3356142747516048,"score_spread":0.2992006339974292,"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."}}