{"id":"W153926236","doi":"10.1007/978-88-470-1436-7_8","title":"Improving Quality of Care in ICUs","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Intensive care; Critically ill; Medicine; Health care; Intensive care medicine; Quality (philosophy); Nursing; Medical emergency; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005955293,0.0004502939,0.0003221449,0.0006912279,0.0007481477,0.001913681,0.0006216603,0.001318048,0.01830335],"category_scores_gemma":[0.002036272,0.0001623496,0.0002859345,0.001153412,0.0006443967,0.001823957,0.001034983,0.002351511,0.004750488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002198323,"about_ca_system_score_gemma":0.003798818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007766487,"about_ca_topic_score_gemma":0.02356563,"domain_scores_codex":[0.9995562,0.0001104704,0.00001868941,0.0000301829,0.0002431138,0.00004128524],"domain_scores_gemma":[0.9994481,0.0002300352,0.00003981646,0.00002633587,0.0001840998,0.00007164358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006819612,0.00006272311,0.0002026692,0.0002163505,0.000005939991,0.00003565712,0.0004616923,0.0005958689,0.0001358462,0.04567869,0.5777543,0.3748434],"study_design_scores_gemma":[0.000005559158,0.00002048323,0.001289004,0.0006982316,0.000006290202,0.00009762812,0.0002478518,0.0003331084,0.0001477526,0.02431441,0.9728295,0.00001013125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001938565,0.112691,0.008223734,0.04867272,0.009068021,0.00008042253,0.0002255385,0.0002988314,0.818801],"genre_scores_gemma":[0.02266731,0.1414921,0.01718196,0.02062575,0.004295658,0.0001339968,0.0003056294,0.0002237958,0.7930738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01830335,"threshold_uncertainty_score":0.06123084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097881661656663,"score_gpt":0.448158177434172,"score_spread":0.3383700112685057,"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."}}