{"id":"W2009020381","doi":"10.1371/journal.pone.0010717","title":"Risk Factors for SARS Transmission from Patients Requiring Intubation: A Multicentre Investigation in Toronto, Canada","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":309,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; McMaster University; Regional Municipality of Durham; Public Health Agency of Canada; BC Centre for Disease Control; Sunnybrook Health Science Centre; Ministry of Health and Long Term Care; University Health Network; Health Sciences Centre; Mount Sinai Hospital; University of Toronto; Public Health Ontario","funders":"","keywords":"Medicine; Logistic regression; Gee; Intubation; Emergency medicine; Transmission (telecommunications); Retrospective cohort study; Outbreak; Odds ratio; Infection control; Generalized estimating equation; Internal medicine; Intensive care medicine; Surgery; Virology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006934795,0.00008315748,0.0001507199,0.00003100173,0.00006743915,0.000009540268,0.00002457087,0.00007864909,0.0002143565],"category_scores_gemma":[0.0003460731,0.00007624093,0.00002930349,0.00004886936,0.000009403966,0.0001686629,0.000004277837,0.0001390169,0.000001352328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828649,"about_ca_system_score_gemma":0.0001140785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4377169,"about_ca_topic_score_gemma":0.7421464,"domain_scores_codex":[0.9992689,0.00002189082,0.000223036,0.0001523066,0.0002160977,0.0001177562],"domain_scores_gemma":[0.9994848,0.00009461347,0.00009778923,0.0000964195,0.0001409927,0.00008532107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000154034,0.0003693952,0.9510309,0.00004771991,0.0000541534,2.906117e-7,0.0007309144,0.000007106114,0.04115884,0.00001090729,0.00005979554,0.006376024],"study_design_scores_gemma":[0.00303312,0.0001375839,0.9181538,0.0001562721,0.000154264,4.140024e-8,0.0000974888,0.03068215,0.04725157,0.00006427508,0.0001723098,0.00009717702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980544,0.00001255896,0.0007029924,0.0001755568,0.0001773053,0.000666349,0.00004005157,0.00002554532,0.0001452717],"genre_scores_gemma":[0.9977975,0.000009987273,0.001454038,0.00006621277,0.0001346574,0.00003003521,0.0004228508,0.00001174116,0.00007294787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3044295,"threshold_uncertainty_score":0.5660274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339976101829225,"score_gpt":0.2359115811354847,"score_spread":0.2125118201171925,"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."}}