{"id":"W4400354516","doi":"10.1093/occmed/kqae023.0789","title":"P-217 LESSONS FROM HEALTHCARE WORKER RISK OF COVID-19: A 20-MONTH ANALYSIS OF PROTECTIVE MEASURES FROM VACCINATION AND BEYOND","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Environmental health; Virology; Outbreak; Political science; Internal medicine; 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":[0.003718704,0.0003879653,0.0005696964,0.0005431843,0.0004652663,0.0009795714,0.0007081372,0.0007215882,0.002401133],"category_scores_gemma":[0.01571355,0.0001623105,0.001611578,0.001003592,0.0003044409,0.0005750034,0.0008938135,0.0007746155,0.0003231052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001403862,"about_ca_system_score_gemma":0.003180827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07717003,"about_ca_topic_score_gemma":0.06231601,"domain_scores_codex":[0.9975361,0.001087392,0.0001235831,0.0003034013,0.000532464,0.000417139],"domain_scores_gemma":[0.9926199,0.003010744,0.001935617,0.0005264162,0.00109737,0.0008099182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009562115,0.000205458,0.9781234,0.0001059289,0.0006555854,0.0001057251,0.00035822,0.0005143512,0.0001203298,0.00008836539,0.001911202,0.0168553],"study_design_scores_gemma":[0.00002751047,0.001124012,0.9958831,0.00005604027,0.0002466089,0.00003808099,0.0004321057,0.0009352145,0.0001021662,0.00008234558,0.001064193,0.000008596414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994408,0.00077388,0.0005771721,0.0006968289,0.00004935132,0.00006183463,0.002067507,0.00001828221,0.00134726],"genre_scores_gemma":[0.9978644,0.0002000465,0.0002282718,0.0001266571,0.00004187799,0.00004608468,0.0009405445,0.000005405371,0.0005466651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07717003,"threshold_uncertainty_score":0.1534417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968137305515558,"score_gpt":0.3716102661684042,"score_spread":0.3319288931132486,"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."}}