{"id":"W2035938068","doi":"10.1186/s13054-015-0852-6","title":"Critical care capacity in Canada: results of a national cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; London Health Sciences Centre; Western University; McMaster University; Interior Health; Alberta Health Services; University Health Network; University of Alberta; Dalhousie University; St. Joseph’s Healthcare Hamilton; CancerCare Manitoba; University of Manitoba; Women's College Hospital; Vancouver Coastal Health; Centre hospitalier universitaire de Québec; Centre Hospitalier Universitaire de Sherbrooke; St. Michael's Hospital; Royal Jubilee Hospital; Centre for Advancing Health Outcomes; Sunnybrook Health Science Centre; Vancouver General Hospital; Royal University Hospital; Lawson Health Research Institute; Island Health; Sunnybrook Hospital; Memorial University of Newfoundland; University of Alberta Hospital; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Mechanical ventilation; Intensive care; Context (archaeology); Pandemic; Critically ill; Population; Emergency medicine; Cross-sectional study; Intensive care medicine; Medical emergency; Coronavirus disease 2019 (COVID-19); Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002251256,0.0004668983,0.0006452925,0.001706514,0.003338333,0.001724383,0.001718229,0.0007275552,0.002195271],"category_scores_gemma":[0.005041985,0.0006738238,0.0009215644,0.00588161,0.001070375,0.0006552828,0.001237392,0.00100917,0.0003395552],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03799378,"about_ca_system_score_gemma":0.04048961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931614,"about_ca_topic_score_gemma":0.9939094,"domain_scores_codex":[0.9978765,0.000181704,0.0001482312,0.0002798594,0.0008724761,0.0006412221],"domain_scores_gemma":[0.9936831,0.0003777776,0.0009299206,0.0001990367,0.00355603,0.001254192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003422881,0.00003873668,0.996763,0.00002919128,0.00004338368,0.00004016393,0.0006979392,0.00004046006,0.00003764067,0.00004595122,0.0008114598,0.00141787],"study_design_scores_gemma":[0.000007464131,0.00001608937,0.9981661,0.00002303242,0.00001653108,0.00002524096,0.001061795,0.0001226712,0.00001390836,0.00001118124,0.0005286394,0.000007231076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883442,0.0008847709,0.0001346376,0.0005861248,0.00002190896,0.0001391724,0.007577828,0.00001404287,0.002297218],"genre_scores_gemma":[0.9957318,0.0005399924,0.0002249817,0.000228432,0.000008826737,0.00005656295,0.002718549,0.00000887595,0.0004820189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9620062,"threshold_uncertainty_score":0.2756655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.295397600387336,"score_gpt":0.4384827496200301,"score_spread":0.1430851492326941,"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."}}