{"id":"W2105079726","doi":"10.1016/j.ccc.2012.10.008","title":"Improving Intensive Care Unit Quality Using Collaborative Networks","year":2012,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Benchmarking; Medicine; Audit; Collaborative network; Quality (philosophy); Quality management; Sustainability; Intensive care unit; Process management; Risk analysis (engineering); Knowledge management; Operations management; Intensive care medicine; Computer science; Management system; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002535522,0.001145463,0.001839795,0.003095568,0.0002682272,0.00127456,0.00114583,0.001156804,0.002598524],"category_scores_gemma":[0.005868982,0.0003240349,0.0008116026,0.004161606,0.0004863424,0.001509326,0.0008657653,0.001143184,0.0003684496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331291,"about_ca_system_score_gemma":0.002934909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003639642,"about_ca_topic_score_gemma":0.008513158,"domain_scores_codex":[0.9988033,0.0002937051,0.0001969129,0.0001836432,0.0004579433,0.00006454005],"domain_scores_gemma":[0.9952927,0.002986537,0.0008818295,0.00008877855,0.0006291444,0.0001210987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000525819,0.00007367797,0.0004143696,0.02897102,0.0002971145,0.00003681737,0.00003431131,0.0003301326,0.0001642352,0.0008844152,0.007498733,0.9612427],"study_design_scores_gemma":[0.00030775,0.0007775509,0.01567803,0.08873427,0.005484587,0.001623779,0.000492578,0.001303966,0.001651601,0.0060523,0.8777751,0.0001185421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002421561,0.9985607,0.0001879339,0.0003012756,0.0001150455,0.000009121729,0.00001362955,0.000005229833,0.000564853],"genre_scores_gemma":[0.003167502,0.9957156,0.0004752775,0.0002073498,0.0001902011,0.00001591957,0.00002528245,0.000001717938,0.0002011867],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003639642,"threshold_uncertainty_score":0.01340926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2709955466589067,"score_gpt":0.4840410738340264,"score_spread":0.2130455271751197,"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."}}