{"id":"W3159793947","doi":"10.1017/ice.2021.112","title":"Secondary attack rates from asymptomatic and symptomatic influenza virus shedders in hospitals: Results from the TransFLUas influenza transmission study","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Asymptomatic; Medicine; Transmission (telecommunications); Influenza A virus; Pandemic; Infection control; Internal medicine; Prospective cohort study; Virus; Emergency medicine; Virology; Disease; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","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":[0.0009784745,0.0003798996,0.0003200767,0.0008445848,0.0002890241,0.0004189053,0.000318393,0.0003069311,0.0008099897],"category_scores_gemma":[0.002059083,0.0001631418,0.000443501,0.0005194784,0.0001496037,0.0002951794,0.0004167904,0.0002917105,0.0002558164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003270485,"about_ca_system_score_gemma":0.0002321857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008581338,"about_ca_topic_score_gemma":0.006751001,"domain_scores_codex":[0.9993173,0.0002484115,0.00008082203,0.000112504,0.0001429285,0.000098057],"domain_scores_gemma":[0.9987561,0.0001568989,0.0005573682,0.00008541915,0.000266214,0.0001781052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003746897,0.00005175812,0.9967502,0.00001554587,0.00006316495,0.00005957693,0.000175738,0.0000268801,0.0004361442,0.00001069895,0.0001947385,0.001840812],"study_design_scores_gemma":[0.00001826264,0.0001709661,0.99901,0.000005434944,0.00002740236,0.0001502176,0.0001589152,0.0002356678,0.0001171884,0.000005079427,0.00009788307,0.000003067266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991062,0.00008675369,0.0000830978,0.00001554061,0.000002634335,0.00001391113,0.0005159169,0.000006623672,0.0001693151],"genre_scores_gemma":[0.9991356,0.0000435057,0.00005660317,0.00001010161,0.000005516689,0.00001363395,0.0006602868,0.00000244941,0.00007237025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008581338,"threshold_uncertainty_score":0.01706278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05554539492305004,"score_gpt":0.3814510632717267,"score_spread":0.3259056683486766,"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."}}