{"id":"W4324020377","doi":"10.1017/ice.2023.34","title":"Coronavirus disease 2019 (COVID-19) outbreak on an in-patient medical unit associated with unrecognized exposures in common areas—Epidemiological and whole-genome sequencing investigation","year":2023,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; St. Michael's Hospital; Sinai Health System; Public Health Ontario; Hospital for Sick Children; Ontario Institute for Cancer Research; University Health Network; University of Toronto","funders":"Government of Canada; Government of Ontario; Ontario Genomics; Genome Canada","keywords":"Outbreak; Epidemiology; Medicine; Transmission (telecommunications); Pandemic; Disease; Coronavirus; Public health; Coronavirus disease 2019 (COVID-19); Medical emergency; Infectious disease (medical specialty); Virology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004449551,0.0002961361,0.001063579,0.0005168546,0.0001382703,0.00001556823,0.00007782836,0.000426081,0.000009961879],"category_scores_gemma":[0.02059497,0.0002181981,0.0000741823,0.0004958189,0.000541752,0.000146551,0.0000693502,0.0007565003,0.00001843782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003614344,"about_ca_system_score_gemma":0.0004713405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006657499,"about_ca_topic_score_gemma":0.004287979,"domain_scores_codex":[0.9952776,0.002319362,0.0008302168,0.0006905213,0.0002762918,0.0006059936],"domain_scores_gemma":[0.9933345,0.005570034,0.0002463462,0.0002214181,0.0000954569,0.0005322171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001527067,0.0001873672,0.9892045,0.00004933206,0.0000589779,0.0004141704,0.0002575801,0.0002603241,0.0005512249,0.000365689,0.00002674658,0.007097078],"study_design_scores_gemma":[0.006329704,0.003423664,0.9683304,0.0001749873,0.00004161301,0.00003707318,0.0001035132,0.01459118,0.000009985552,0.005529607,0.001188953,0.0002392636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902601,0.0004630055,0.00013073,0.007838309,0.0001174651,0.0009050137,0.00005975413,0.0001703641,0.00005527314],"genre_scores_gemma":[0.9360536,0.00009499901,0.00001056771,0.06329507,0.00008420791,0.0002148692,0.0002208476,0.00002093498,0.000004858432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05545676,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266952802302919,"score_gpt":0.4018568074238701,"score_spread":0.2751615271935781,"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."}}