{"id":"W4385637200","doi":"10.3389/fpubh.2023.1214093","title":"Vaccination, time lost from work, and COVID-19 infections: a Canadian healthcare worker retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Medicine; Vaccination; Odds ratio; Odds; Health care; Staffing; Cohort; Booster dose; Pandemic; Retrospective cohort study; Emergency medicine; Immunology; Coronavirus disease 2019 (COVID-19); Internal medicine; Logistic regression; Immunization; Nursing; Infectious disease (medical specialty); Disease","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":[0.0009973737,0.0008328755,0.0008945696,0.001527297,0.003029538,0.001506476,0.001833527,0.001096163,0.002797871],"category_scores_gemma":[0.002138757,0.001005764,0.001529401,0.004387231,0.000748514,0.0005600992,0.0009596001,0.001645746,0.0004170607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01722033,"about_ca_system_score_gemma":0.02054447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9776722,"about_ca_topic_score_gemma":0.9781209,"domain_scores_codex":[0.9987302,0.00006478142,0.00008807594,0.000332732,0.0003553396,0.0004286921],"domain_scores_gemma":[0.9978708,0.000103852,0.0004765944,0.0002113201,0.0008503525,0.0004871456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001885118,0.00003870403,0.9965899,0.0000691553,0.0001761608,0.00007239338,0.0002833777,0.00006113244,0.0001323438,0.0000605324,0.001173563,0.001154238],"study_design_scores_gemma":[0.00002700651,0.00006409604,0.9975013,0.00007487386,0.0001451679,0.0001104829,0.0005319882,0.0002688554,0.00003000124,0.00002500886,0.001196993,0.0000242501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788432,0.002465759,0.0002580955,0.0003071201,0.00004237713,0.0001762743,0.01579509,0.00001823887,0.002093836],"genre_scores_gemma":[0.9924214,0.0009490612,0.0003072966,0.0002063928,0.00001887628,0.00008724041,0.005062574,0.00001137898,0.000935655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02232784,"threshold_uncertainty_score":0.1249428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045278407779402,"score_gpt":0.3608420457537831,"score_spread":0.3155636379743811,"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."}}