{"id":"W2034742590","doi":"10.1086/502146","title":"Use of, Effectiveness of, and Attitudes Regarding Influenza Vaccine Among House Staff","year":2003,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Vaccination; Absenteeism; Influenza vaccine; Family medicine; Influenza season; Pediatrics; Immunology; Psychology","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":[0.0004593814,0.0001320813,0.00009955263,0.0002527271,0.0002811034,0.0003656836,0.0001498634,0.0002392606,0.001460471],"category_scores_gemma":[0.003080399,0.0001609406,0.0001300386,0.0002183949,0.0002120438,0.0002576043,0.0001208298,0.0001476981,0.0003122977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005483426,"about_ca_system_score_gemma":0.0004791282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03197658,"about_ca_topic_score_gemma":0.0373825,"domain_scores_codex":[0.9996862,0.00008864577,0.0000271092,0.00002743765,0.0001052887,0.00006525261],"domain_scores_gemma":[0.9983644,0.0003019929,0.0007571683,0.00003721219,0.0002272402,0.0003119952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004516618,0.00003793669,0.9976856,0.00001475249,0.00001091812,0.00003401378,0.0003107604,0.00002310965,0.0002349157,0.000003609586,0.0001464395,0.001452857],"study_design_scores_gemma":[0.000001919595,0.0001251581,0.9990171,0.000009168364,0.000004089841,0.00005654564,0.0005767572,0.00005033486,0.00005165891,0.000002437748,0.0001030116,0.000001821889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995995,0.00006699629,0.00001628629,0.00003462861,0.000002243173,0.000002600219,0.00008150918,0.000001159198,0.0001950896],"genre_scores_gemma":[0.999667,0.00007692473,0.00003089119,0.00002377945,0.000004655038,0.000002764734,0.00006715562,4.35073e-7,0.0001263497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03197658,"threshold_uncertainty_score":0.06358093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368841403385022,"score_gpt":0.3773743129730635,"score_spread":0.3036858989392133,"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."}}