{"id":"W2159746557","doi":"10.1086/501946","title":"Using Epidemiology to Target Staff Influenza Vaccination Programs","year":2001,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Vaccination; Medicine; Epidemiology; Acute care; Long-term care; Family medicine; Emergency medicine; Medical emergency; Health care; Nursing; Virology; Internal medicine","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":[0.006368629,0.0003869077,0.0003563537,0.001984344,0.0003078804,0.0007919416,0.0004205299,0.0005332258,0.0007703395],"category_scores_gemma":[0.02824828,0.0002826923,0.0004070425,0.001326354,0.0003051028,0.00109088,0.0009575807,0.0003418859,0.0001138701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354346,"about_ca_system_score_gemma":0.0008282879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007808131,"about_ca_topic_score_gemma":0.01007751,"domain_scores_codex":[0.9948483,0.003998253,0.0002247045,0.0003891087,0.000303405,0.0002363092],"domain_scores_gemma":[0.9886514,0.006020815,0.003443603,0.0005172404,0.0008886112,0.0004783331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008381853,0.00008314929,0.9881364,0.00009093081,0.000233063,0.00003212089,0.0003534695,0.000575305,0.0003325968,0.0004212907,0.0001889339,0.009468849],"study_design_scores_gemma":[0.00003426525,0.0006722372,0.9938601,0.00008422232,0.0001730807,0.0001183841,0.0006522099,0.002104399,0.0004470344,0.0005653667,0.001277184,0.00001153326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909635,0.001237363,0.00503693,0.0004547801,0.00003540472,0.00005158336,0.0002830108,0.00002097972,0.001916502],"genre_scores_gemma":[0.9962529,0.0004377513,0.002733351,0.0001078789,0.00003165739,0.00004501044,0.000148373,0.00000377145,0.0002392285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007808131,"threshold_uncertainty_score":0.03368092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0681701004523263,"score_gpt":0.3836553147740244,"score_spread":0.3154852143216981,"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."}}