{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004513703,0.0004785846,0.0003964166,0.0008497447,0.002570721,0.0009617699,0.0008129432,0.0004711966,0.001713097],"category_scores_gemma":[0.001409995,0.0004485186,0.0005256156,0.002402573,0.0006521397,0.0003057545,0.0008436125,0.0005574567,0.0001724715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01887045,"about_ca_system_score_gemma":0.02098501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9856463,"about_ca_topic_score_gemma":0.9899473,"domain_scores_codex":[0.9993717,0.00005992979,0.00004693207,0.00009616152,0.0002039206,0.0002212737],"domain_scores_gemma":[0.9984128,0.00008772845,0.0003144593,0.00004538704,0.0005658443,0.0005737288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006084583,0.00003215217,0.9958082,0.00003482625,0.00002792353,0.0003379304,0.001138757,0.00006271571,0.00029637,0.00003217898,0.0005510541,0.001616987],"study_design_scores_gemma":[0.000006674757,0.00004147774,0.9979893,0.0000235105,0.00001532313,0.0001165124,0.001345451,0.0001708722,0.00002371888,0.000007522129,0.0002534037,0.000006350974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973155,0.0004167541,0.00009186761,0.0002274125,0.00001113835,0.00005880458,0.0009768212,0.000005435861,0.0008961921],"genre_scores_gemma":[0.9984445,0.0004153854,0.0001180268,0.00009813238,0.000007434182,0.00001677033,0.0004754529,0.000002581873,0.000421797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01887045,"threshold_uncertainty_score":0.1369154,"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."}}