{"id":"W3034249744","doi":"10.1101/2020.06.12.20129619","title":"COVID-19 infections among Healthcare Workers and Transmission within Households","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Health care; Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Asymptomatic; Cross-sectional study; Public health; Environmental health; Population; Pandemic; Disease; Family medicine; Infectious disease (medical specialty); Nursing; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006369558,0.0003995019,0.0005249811,0.0001763662,0.0003388659,0.00004830818,0.0002702314,0.0006430183,0.0004617244],"category_scores_gemma":[0.0001235568,0.0003893585,0.0001601758,0.0002981502,0.0002016672,0.00004619606,0.0002504069,0.00150344,0.00005426344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789523,"about_ca_system_score_gemma":0.001796219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02213404,"about_ca_topic_score_gemma":0.00285289,"domain_scores_codex":[0.9970732,0.0005319393,0.0005779011,0.001075371,0.0002730971,0.0004685378],"domain_scores_gemma":[0.9970477,0.000233802,0.0002693816,0.0006210921,0.00002920116,0.001798804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001919699,0.0001719251,0.9657108,0.002488266,0.00009027315,0.0001328683,0.01938692,0.0001138613,0.00003129487,0.0007778727,0.005338233,0.005565761],"study_design_scores_gemma":[0.002112518,0.0006416143,0.8116552,0.0006428999,0.0001708947,0.00005981401,0.002809254,0.0002519644,0.00004328163,0.004754246,0.1758926,0.0009657198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504977,0.002429129,0.005267879,0.03533491,0.003000002,0.0014414,0.0001292388,0.0006404556,0.001259285],"genre_scores_gemma":[0.9874321,0.0004510547,0.0002252647,0.01033735,0.0002998406,0.0002580928,0.00009044747,0.00008139958,0.0008244013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1705544,"threshold_uncertainty_score":0.9998558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149129595558765,"score_gpt":0.4143042215663813,"score_spread":0.2993912620105048,"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."}}