{"id":"W2999579219","doi":"10.1016/j.jhin.2020.01.009","title":"Sources of viral respiratory infections in Canadian acute care hospital healthcare personnel","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Respiratory viral infections research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Parkwood Institute; London Health Sciences Centre; McMaster University; Health Sciences Centre; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; University of Toronto; Dalhousie University; North York General Hospital; Canadian Blood Services; Sunnybrook Health Science Centre; Sinai Health System; Public Health Ontario","funders":"Canadian Institutes of Health Research; Workplace Safety and Insurance Board","keywords":"Health care; Medicine; Respiratory system; Acute care; Respiratory care; Virology; Intensive care medicine; Medical emergency; Emergency medicine; Internal medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003756222,0.000225275,0.0005655076,0.001143013,0.0001755326,0.00004774111,0.0001216244,0.0002438734,0.00007651575],"category_scores_gemma":[0.0006280603,0.0002108212,0.0003597576,0.001091661,0.0001493393,0.0006179943,0.00004203426,0.001111203,0.00002638758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077439,"about_ca_system_score_gemma":0.001551856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05155747,"about_ca_topic_score_gemma":0.02249418,"domain_scores_codex":[0.9977135,0.0001721885,0.0008765685,0.0002475416,0.0005218518,0.0004683652],"domain_scores_gemma":[0.997399,0.00004359451,0.0004429196,0.0001981942,0.001109365,0.0008069016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039643,0.0003221598,0.9876502,0.0002471727,0.000175544,0.000296895,0.006322402,0.0002121929,0.001612552,0.00009166754,0.0006719095,0.002293395],"study_design_scores_gemma":[0.004387446,0.04436251,0.9190229,0.0005129572,0.0002528091,0.0002488653,0.00582182,0.0001515915,0.00876209,0.0000535804,0.01592888,0.0004946147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939521,0.001095878,0.0000481458,0.002944764,0.0007633501,0.000526545,0.00002240327,0.00003062975,0.0006161749],"genre_scores_gemma":[0.9985182,0.0001639742,0.00005256513,0.0005112464,0.0006818752,0.00001452634,0.000005375899,0.00003908567,0.00001316188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06862731,"threshold_uncertainty_score":0.9953427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724751287973927,"score_gpt":0.3354304582342389,"score_spread":0.3081829453544997,"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."}}