{"id":"W3187395366","doi":"10.1017/ice.2021.354","title":"Coronavirus disease 2019 (COVID-19) risk among healthcare workers performing nasopharyngeal testing","year":2021,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; North York General Hospital; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Coronavirus; Virology; Betacoronavirus; Health care; Disease; Infectious disease (medical specialty); Internal medicine; Outbreak","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":[0.0003652791,0.0002806452,0.0002180372,0.0005953097,0.0006131197,0.0007142213,0.0003265083,0.0007125346,0.006251068],"category_scores_gemma":[0.001664987,0.0002860637,0.0005604508,0.000503959,0.0001916835,0.0005436657,0.0006628768,0.0009132379,0.0007997985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182385,"about_ca_system_score_gemma":0.0004030883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01986779,"about_ca_topic_score_gemma":0.0177076,"domain_scores_codex":[0.9995122,0.00007844766,0.0000519988,0.00009617439,0.0001022399,0.000158996],"domain_scores_gemma":[0.9991658,0.0001066309,0.0003336761,0.00005068574,0.0001192615,0.0002240261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011097,0.00003846234,0.996793,0.00001636879,0.00002913405,0.000077556,0.00006129524,0.00002465316,0.0001628396,0.00003828573,0.001066383,0.00159101],"study_design_scores_gemma":[0.000005930491,0.0001119285,0.9982055,0.00005361128,0.00002277226,0.0002999273,0.0003807688,0.0002279267,0.0000847523,0.00004805171,0.0005514451,0.000007441055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917378,0.0004873028,0.0001249288,0.0002838793,0.00007627426,0.00002521972,0.00350086,0.00001280904,0.003750958],"genre_scores_gemma":[0.9966059,0.0002287918,0.00007446102,0.0001490619,0.00004853942,0.00001809775,0.001623403,0.000006160705,0.001245571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01986779,"threshold_uncertainty_score":0.03950435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06868526141401515,"score_gpt":0.3702651343430542,"score_spread":0.3015798729290391,"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."}}