{"id":"W4313041836","doi":"10.1139/facets-2022-0023","title":"COVID-19 pandemic: the impact on Canada’s intensive care units","year":2022,"lang":"en","type":"article","venue":"FACETS","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; Royal University Hospital; McGill University; University of Ottawa; Royal Alexandra Hospital; Sunnybrook Hospital; University Health Network; Canadian Nurses Association; Children's Hospital of Eastern Ontario; Royal Columbian Hospital; University of Alberta","funders":"","keywords":"Pandemic; Triage; Intensive care; Medicine; Mechanical ventilation; Health care; Coronavirus disease 2019 (COVID-19); Rehabilitation; Intensive care unit; Medical emergency; Nursing; Intensive care medicine; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001217485,0.0004863599,0.0004601284,0.002275653,0.00303479,0.002645629,0.0009672799,0.0009384951,0.004065447],"category_scores_gemma":[0.003146313,0.0001654954,0.0006242983,0.004381442,0.001018462,0.0008358167,0.0008986917,0.001566765,0.0004637444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04105665,"about_ca_system_score_gemma":0.1160142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9505405,"about_ca_topic_score_gemma":0.9724377,"domain_scores_codex":[0.9989765,0.00009643282,0.00006286048,0.0000569697,0.0005605569,0.0002467701],"domain_scores_gemma":[0.995703,0.000370722,0.0002662754,0.00003461846,0.002903507,0.0007218883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001077606,0.00007631411,0.01567782,0.01091849,0.00009967286,0.0005888317,0.001487943,0.0003191007,0.0003885211,0.005100776,0.1597925,0.8054423],"study_design_scores_gemma":[0.0000198667,0.00008184586,0.07806206,0.02270927,0.0002088523,0.0008312875,0.004961973,0.000229396,0.0003518,0.001014653,0.8914431,0.00008592322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004915503,0.9525919,0.0001919792,0.02601435,0.001271565,0.00004754878,0.0005218157,0.00003715703,0.01440818],"genre_scores_gemma":[0.02961628,0.9612628,0.0005812396,0.004745491,0.0003537812,0.00002472004,0.0003568196,0.00001193457,0.003046948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04945952,"threshold_uncertainty_score":0.2978882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1972907367580129,"score_gpt":0.4360277918787215,"score_spread":0.2387370551207086,"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."}}