{"id":"W4205771026","doi":"10.21203/rs.3.rs-1146923/v1","title":"COVID-19 Vaccination Mandates and Vaccine Uptake","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"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); Internal medicine; 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":[0.006893398,0.0001334245,0.000390535,0.0008049345,0.0004441311,0.001757286,0.0007207295,0.001072365,0.01648528],"category_scores_gemma":[0.0636979,0.0002023381,0.0003953,0.00129948,0.0005609622,0.00121349,0.001556188,0.001916633,0.001236644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442084,"about_ca_system_score_gemma":0.00159174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01811048,"about_ca_topic_score_gemma":0.01840981,"domain_scores_codex":[0.9958369,0.001989669,0.0002440485,0.0004118411,0.0006081262,0.0009094414],"domain_scores_gemma":[0.9412847,0.03911385,0.01256188,0.001380411,0.002668667,0.002990385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001404538,0.0003899194,0.9106666,0.0002291788,0.0003072564,0.000193324,0.002241624,0.001129683,0.0002900513,0.02647931,0.01921475,0.03745377],"study_design_scores_gemma":[0.00005828246,0.0002369387,0.9724919,0.0001642142,0.0001537667,0.00009708774,0.002733467,0.002018996,0.0005007068,0.007040512,0.01448405,0.00002008152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426146,0.002319596,0.0005609592,0.01269742,0.0001569074,0.000044914,0.005511403,0.00003573948,0.03605841],"genre_scores_gemma":[0.9936141,0.0003676314,0.0001330315,0.0004099465,0.0001020443,0.00004362727,0.0008770544,0.00001668252,0.004435706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01811048,"threshold_uncertainty_score":0.05514872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09757391035151648,"score_gpt":0.4556668869416918,"score_spread":0.3580929765901754,"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."}}