{"id":"W4284664941","doi":"10.1017/ice.2022.168","title":"Asymptomatic severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection in adults is uncommon using rigorous symptom characterization and follow-up in an acute-care adult hospital outbreak","year":2022,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Saskatchewan; University of Calgary; Alberta Health Services","funders":"Association of Medical Microbiology and Infectious Disease Canada","keywords":"Asymptomatic; Outbreak; Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Pediatrics; Severity of illness; Disease; Virology; Emergency medicine; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001365,0.0004153443,0.00138987,0.0005702557,0.000364327,0.00002866729,0.00009669781,0.0003387588,0.00001918031],"category_scores_gemma":[0.004450827,0.0004021341,0.0001799568,0.0004997128,0.0002741448,0.0005367662,0.0002919786,0.0009661491,0.000006261257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007609393,"about_ca_system_score_gemma":0.0001744062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006414792,"about_ca_topic_score_gemma":0.001283638,"domain_scores_codex":[0.9956779,0.001221132,0.001196228,0.0009474305,0.0002987733,0.0006585314],"domain_scores_gemma":[0.9968168,0.001863415,0.0004786685,0.0003585627,0.0002891645,0.0001933962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114995,0.0003738819,0.9787409,0.0002771088,0.0002724872,0.0001483402,0.001444907,0.00009754712,0.001189239,0.00005701817,0.00001673897,0.01623193],"study_design_scores_gemma":[0.01073646,0.008816741,0.9629724,0.0002365591,0.0002298996,0.00008313343,0.0001151276,0.01572636,0.00001960466,0.0002602524,0.0003998898,0.0004035759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942408,0.0002387718,0.0004855144,0.002163617,0.000805062,0.001727282,0.0002011827,0.0001227401,0.00001505535],"genre_scores_gemma":[0.9928867,0.0009570819,0.00003674026,0.005329361,0.000119178,0.0004608986,0.0001514444,0.00004427502,0.00001436284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01582836,"threshold_uncertainty_score":0.9998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616357888013794,"score_gpt":0.3798670852532607,"score_spread":0.3437035063731228,"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."}}