{"id":"W4416933570","doi":"10.1017/dmp.2025.10261","title":"Impact of COVID-19 Vaccine Mandates on COVID-19 Incidence and Deaths in Saskatchewan, Canada: Findings From the First Year Following Vaccine Rollout","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Public health interventions; Vaccination; Incidence (geometry); Psychological intervention; Public health; Vaccination policy; Public health policy","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":[0.001458801,0.0006037966,0.0005196633,0.001383551,0.001438831,0.001313647,0.001511808,0.0005895301,0.001992633],"category_scores_gemma":[0.003731149,0.0003515048,0.001178532,0.003442083,0.0008268881,0.0004820121,0.001524746,0.001258404,0.0002718515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03824324,"about_ca_system_score_gemma":0.06789139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959502,"about_ca_topic_score_gemma":0.9969863,"domain_scores_codex":[0.9983743,0.0002169004,0.0001265587,0.0002449811,0.0004177293,0.0006194759],"domain_scores_gemma":[0.994536,0.0005858784,0.001052144,0.0002434937,0.002663772,0.0009187017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002070786,0.00005655433,0.9885571,0.00008809109,0.000241926,0.00008472623,0.0006190468,0.001058626,0.0002684451,0.0001544529,0.001614979,0.007049049],"study_design_scores_gemma":[0.000009401949,0.00005134507,0.9967875,0.00004869698,0.00006591304,0.00001606955,0.001199941,0.0007776733,0.0001265978,0.00003336531,0.0008653609,0.00001809936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828753,0.001060625,0.0003622369,0.0007345172,0.00002800633,0.00009738359,0.01247418,0.00002510165,0.002342603],"genre_scores_gemma":[0.9897594,0.001035578,0.00034768,0.0003872866,0.00001281965,0.0000784779,0.006347554,0.00001102952,0.00202003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03824324,"threshold_uncertainty_score":0.2774754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799859887412749,"score_gpt":0.3747665671500946,"score_spread":0.3367679682759671,"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."}}