A systematic review of predictive accuracy via c-statistic of preoperative frailty tests for extended length of stay, post-operative complications, and mortality

[1]  D. Prytherch,et al.  Novel predictors of mortality in emergency bowel surgery: a single‐centre cohort study , 2023, Anaesthesia.

[2]  S. Gearhart,et al.  Validation of the self-reported domains of the Edmonton Frail Scale in patients 65 years of age and older , 2023, BMC Geriatrics.

[3]  Meic H. Schmidt,et al.  Risk Analysis Index and Its Recalibrated Version Predict Postoperative Outcomes Better Than 5-Factor Modified Frailty Index in Traumatic Spinal Injury , 2022, Neurospine.

[4]  Y. Zong,et al.  The revised-risk analysis index as a predictor of major morbidity and mortality in older patients after abdominal surgery: a retrospective cohort study , 2022, BMC Anesthesiology.

[5]  S. Mohseni,et al.  Developing and validating a scoring system for measuring frailty in patients with hip fracture: a novel model for predicting short-term postoperative mortality , 2022, Trauma Surgery & Acute Care Open.

[6]  S. Liew,et al.  Posterior Instrumented Spinal Surgery Outcomes in the Elderly: A Comparison of the 5-Item and 11-Item Modified Frailty Indices , 2022, Global spine journal.

[7]  J. Gladman,et al.  Can the Clinical Frailty Scale on admission predict 30-day survival, postoperative complications, and institutionalization in patients with fragility hip fracture? , 2022, The bone & joint journal.

[8]  M. Marcucci,et al.  The five-factor modified frailty index predicts adverse postoperative and chemotherapy outcomes in gynecologic oncology. , 2022, Gynecologic oncology.

[9]  Jeong-Hyun Choi,et al.  Application of the New Preoperative Frailty Risk Score in Elderly Patients Undergoing Emergency Surgery , 2022, Gerontology.

[10]  J. Cabot,et al.  Increased Frailty Associated with Higher Long-Term Mortality after Major Lower Extremity Amputation. , 2022, Annals of vascular surgery.

[11]  Li Jiang,et al.  Which Frailty Evaluation Method Can Better Improve the Predictive Ability of the SASA for Postoperative Complications of Patients Undergoing Elective Abdominal Surgery? , 2022, Therapeutics and clinical risk management.

[12]  J. Zhang,et al.  Comparison of Electronic Frailty Metrics for Prediction of Adverse Outcomes of Abdominal Surgery. , 2022, JAMA surgery.

[13]  M. Schäfer,et al.  Postoperative decrease of albumin (ΔAlb) as early predictor of complications after gastrointestinal surgery: a systematic review , 2022, Perioperative Medicine.

[14]  P. Myint,et al.  Comparison of the clinical frailty score (CFS) to the National Emergency Laparotomy Audit (NELA) risk calculator in all patients undergoing emergency laparotomy , 2022, Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland.

[15]  Xueying Li,et al.  The composite risk index based on frailty predicts postoperative complications in older patients recovering from elective digestive tract surgery: a retrospective cohort study , 2022, BMC Anesthesiology.

[16]  S. Raman,et al.  Preoperative Point-of-Care Ultrasound to Identify Frailty and Predict Postoperative Outcomes: A Diagnostic Accuracy Study , 2021, Anesthesiology.

[17]  M. Ishikawa,et al.  A worse ECOG-PS is associated with 30-day mortality among patients over 90 years old in non-cardiac surgeries: A single-center retrospective study. , 2021, Journal of Nippon Medical School = Nippon Ika Daigaku zasshi.

[18]  Ahmed K. Emara,et al.  Can extant comorbidity indices identify patients who experience poor outcomes following total joint arthroplasty? , 2021, Archives of Orthopaedic and Trauma Surgery.

[19]  M. V. van Baar,et al.  The feasibility and reliability of frailty assessment tools applicable in acute in-hospital trauma patients: A systematic review , 2021, The journal of trauma and acute care surgery.

[20]  Jae-Sik Nam,et al.  Predictive Model for the Assessment of Preoperative Frailty Risk in the Elderly , 2021, Journal of clinical medicine.

[21]  Tor-Arne Hegvik,et al.  Clinical frailty scale: Inter‐rater reliability of retrospective scoring in emergency abdominal surgery , 2021, Acta anaesthesiologica Scandinavica.

[22]  B. Orser,et al.  Perioperative Neurocognitive Screening Tools for At-Risk Surgical Patients. , 2021, Neurology Clinical Practice.

[23]  N. Toosizadeh,et al.  Physical and Cognitive Function Assessment to Predict Postoperative Outcomes of Abdominal Surgery. , 2021, Journal of Surgical Research.

[24]  R. Crouch,et al.  Feasibility and accuracy of ED frailty identification in older trauma patients: a prospective multi-centre study , 2021, Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine.

[25]  G. Mclauchlan,et al.  Prognostic performance of clinical assessment tools following hip fracture in patients with chronic kidney disease , 2021, International Urology and Nephrology.

[26]  P. Nelson,et al.  Frailty Syndrome in Patients With Lower Extremity Amputation: Simplifying How we Calculate Frailty. , 2021, The Journal of surgical research.

[27]  L. Wolfe,et al.  Frailty Index Associated with Postoperative Complications and Mortality after Lower Extremity Amputation in a National Veteran Cohort. , 2021, Journal of vascular surgery.

[28]  H. Medina-Franco,et al.  Frailty index as a predictive preoperative tool in the elder population undergoing major abdominal surgery: a prospective analysis of clinical utility , 2021, Langenbeck's Archives of Surgery.

[29]  D. Parés,et al.  Preoperative Assessment of Geriatric Surgical Patients: Update on Clinical Scales Used for Elective General and Digestive Surgery. , 2021, Surgical laparoscopy, endoscopy & percutaneous techniques.

[30]  M. Genna,et al.  The Emergency Surgery Frailty Index (EmSFI): development and internal validation of a novel simple bedside risk score for elderly patients undergoing emergency surgery , 2020, Aging Clinical and Experimental Research.

[31]  Li Jiang,et al.  Comparison of three frailty measures for 90‐day outcomes of elderly patients undergoing elective abdominal surgery , 2020, ANZ journal of surgery.

[32]  H. Thompson,et al.  Predicting hospital outcomes with the reported edmonton frail scale‐Thai version in orthopaedic older patients , 2020, Journal of clinical nursing.

[33]  A. Froehle,et al.  The utility of the Charlson Comorbidity Index and modified Frailty Index as quality indicators in total joint arthroplasty: a retrospective cohort review , 2020 .

[34]  Á. Pascual-Leone,et al.  Association of Plasma Neurofilament Light with Postoperative Delirium , 2020, Annals of neurology.

[35]  T. Griebling Re: Can Comprehensive Geriatric Assessment be Delivered without the Need for Geriatricians? A Formative Evaluation in Two Perioperative Surgical Settings. , 2020, Journal of Urology.

[36]  A. Romeo,et al.  Efficacy of the modified frailty index and the modified Charlson comorbidity index in predicting complications in patients undergoing operative management of proximal humerus fracture. , 2020, Journal of shoulder and elbow surgery.

[37]  D. McIsaac,et al.  Frailty for Perioperative Clinicians: A Narrative Review , 2020, Anesthesia and analgesia.

[38]  A. MacCormick,et al.  Evaluating and Improving Current Risk Prediction Tools in Emergency Laparotomy. , 2020, The journal of trauma and acute care surgery.

[39]  D. McIsaac,et al.  Accuracy and Feasibility of Clinically Applied Frailty Instruments before Surgery: A Systematic Review and Meta-analysis. , 2020, Anesthesiology.

[40]  P. Rau,et al.  A Mobile Phone–Based Gait Assessment App for the Elderly: Development and Evaluation , 2020, JMIR mHealth and uHealth.

[41]  J. P. Ruíz,et al.  Impact of frailty in surgical emergencies. A comparison of four frailty scales , 2020, European Journal of Trauma and Emergency Surgery.

[42]  M. Taljaard,et al.  Frailty as a Predictor of Death or New Disability After Surgery: A Prospective Cohort Study. , 2020, Annals of surgery.

[43]  Yoo-Seok Yoon,et al.  Comparison of multidimensional frailty score, grip strength, and gait speed in older surgical patients , 2020, Journal of cachexia, sarcopenia and muscle.

[44]  Weiyan Lu,et al.  Comparison of two frailty indexes in hip fractures , 2020, Journal of orthopaedic surgery.

[45]  H. Abdullah,et al.  Assessment of predictive validity and feasibility of Edmonton Frail Scale in identifying postoperative complications among elderly patients: a prospective observational study , 2019, Scientific Reports.

[46]  J. Anger,et al.  "A National Study Demonstrating the Need for Improved Frailty Indices for Preoperative Risk Assessment of Common Urologic Procedures". , 2019, Urology.

[47]  M. Lalu,et al.  Prospective Comparison of Preoperative Predictive Performance Between 3 Leading Frailty Instruments , 2019, Anesthesia and analgesia.

[48]  X. Liang,et al.  Mini-Cog to predict postoperative mortality in geriatric elective surgical patients under general anesthesia: a prospective cohort study. , 2019, Minerva anestesiologica.

[49]  S. Marecik,et al.  Modified frailty index predicts early outcomes after colorectal surgery: an ACS‐NSQIP study , 2019, Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland.

[50]  J. Hewitt,et al.  Frailty in Older Patients Undergoing Emergency Laparotomy , 2019, Annals of surgery.

[51]  D. Volkert,et al.  Prevalence and overlap of sarcopenia, frailty, cachexia and malnutrition in older medical inpatients , 2019, BMC Geriatrics.

[52]  N. Massarweh,et al.  Recalibration and External Validation of the Risk Analysis Index , 2019, Annals of surgery.

[53]  F. Ko Preoperative Frailty Evaluation: A Promising Risk-stratification Tool in Older Adults Undergoing General Surgery. , 2019, Clinical therapeutics.

[54]  S. Engelborghs,et al.  Brief cognitive screening instruments for early detection of Alzheimer’s disease: a systematic review , 2019, Alzheimer's Research & Therapy.

[55]  F. Abelha,et al.  Outcome prediction with Physiological and Operative Severity Score for the enumeration of Mortality and Morbidity score system in elderly patients submitted to elective surgery , 2019, Saudi journal of anaesthesia.

[56]  M. Fu,et al.  What Associations Exist Between Comorbidity Indices and Postoperative Adverse Events After Total Shoulder Arthroplasty? , 2018, Clinical orthopaedics and related research.

[57]  W. Lim,et al.  Frailty indexes in perioperative and critical care: A systematic review. , 2018, Archives of gerontology and geriatrics.

[58]  M. B. Bacchi Reggiani,et al.  A Simple Screening Tool to Predict Outcomes in Older Adults Undergoing Emergency General Surgery , 2018, Journal of the American Geriatrics Society.

[59]  F. Mahoney,et al.  FUNCTIONAL EVALUATION: THE BARTHEL INDEX. , 2018, Maryland state medical journal.

[60]  A. Street,et al.  Development and validation of a Hospital Frailty Risk Score focusing on older people in acute care settings using electronic hospital records: an observational study , 2018, The Lancet.

[61]  J. Grauer,et al.  Discriminative Ability for Adverse Outcomes After Surgical Management of Hip Fractures: A Comparison of the Charlson Comorbidity Index, Elixhauser Comorbidity Measure, and Modified Frailty Index , 2018, Journal of orthopaedic trauma.

[62]  J. Kenig,et al.  The Surgical Apgar Score predicts outcomes of emergency abdominal surgeries both in fit and frail older patients. , 2018, Archives of gerontology and geriatrics.

[63]  T. Travison,et al.  Clinical outcomes in older surgical patients with mild cognitive impairment , 2018, Alzheimer's & Dementia.

[64]  G. Pond,et al.  C-statistic: A brief explanation of its construction, interpretation and limitations. , 2017, European journal of cancer.

[65]  C. Divino,et al.  New 5-Factor Modified Frailty Index Using American College of Surgeons NSQIP Data. , 2017, Journal of the American College of Surgeons.

[66]  M. Katlic,et al.  Sinai Abbreviated Geriatric Evaluation: Development and Validation of a Practical Test , 2017, Annals of surgery.

[67]  A. Jette,et al.  Self‐Reported Function More Informative than Frailty Phenotype in Predicting Adverse Postoperative Course in Older Adults , 2017, Journal of the American Geriatrics Society.

[68]  O. Franco,et al.  Agreement Between 35 Published Frailty Scores in the General Population , 2017, American journal of epidemiology.

[69]  Chiu-Hsieh Hsu,et al.  Frailty assessment in older adults using upper-extremity function: index development , 2017, BMC Geriatrics.

[70]  M. Carlson,et al.  Development and Initial Validation of the Risk Analysis Index for Measuring Frailty in Surgical Populations , 2017, JAMA surgery.

[71]  J. Hayden,et al.  The Impact of Nonelective Abdominal Surgery on the Residential Status of Older Adult Patients , 2016, Annals of surgery.

[72]  M. Barczyński,et al.  Six screening instruments for frailty in older patients qualified for emergency abdominal surgery. , 2015, Archives of gerontology and geriatrics.

[73]  P. Hayes,et al.  Effect of frailty on short‐ and mid‐term outcomes in vascular surgical patients , 2015, The British journal of surgery.

[74]  K. Ogan,et al.  Report of a Simplified Frailty Score Predictive of Short-Term Postoperative Morbidity and Mortality. , 2015, Journal of the American College of Surgeons.

[75]  J. Moll,et al.  Inflammatory markers as predictors of postoperative adverse outcome in octogenarian surgical patients: an observational prospective study. , 2015, Cirugia espanola.

[76]  R. Riley,et al.  Inter-Rater Reliability of the ASA Physical Status Classification in a Sample of Anaesthetists in Western Australia , 2014, Anaesthesia and intensive care.

[77]  Ho-Seong Han,et al.  Multidimensional frailty score for the prediction of postoperative mortality risk. , 2014, JAMA surgery.

[78]  D. Wijeysundera,et al.  Reliability of the American Society of Anesthesiologists physical status scale in clinical practice , 2014, British journal of anaesthesia.

[79]  F. Martin,et al.  The impact of pre‐operative comprehensive geriatric assessment on postoperative outcomes in older patients undergoing scheduled surgery: a systematic review , 2014, Anaesthesia.

[80]  S. White,et al.  Peri‐operative care of the elderly 2014 , 2014, Anaesthesia.

[81]  A. Sauaia,et al.  Slower Walking Speed Forecasts Increased Postoperative Morbidity and 1-Year Mortality across Surgical Specialties , 2013, Annals of surgery.

[82]  Marc Moss,et al.  Simple frailty score predicts postoperative complications across surgical specialties. , 2013, American journal of surgery.

[83]  Kwang-il Kim,et al.  Comprehensive geriatric assessment can predict postoperative morbidity and mortality in elderly patients undergoing elective surgery. , 2013, Archives of gerontology and geriatrics.

[84]  C. Bombardier,et al.  Assessing Bias in Studies of Prognostic Factors , 2013, Annals of Internal Medicine.

[85]  W. Chow,et al.  Optimal preoperative assessment of the geriatric surgical patient: a best practices guideline from the American College of Surgeons National Surgical Quality Improvement Program and the American Geriatrics Society. , 2012, Journal of the American College of Surgeons.

[86]  S. Mathoulin-Pélissier,et al.  Screening older cancer patients: first evaluation of the G-8 geriatric screening tool. , 2012, Annals of oncology : official journal of the European Society for Medical Oncology.

[87]  A. Jette,et al.  Development of the computer-adaptive version of the Late-Life Function and Disability Instrument. , 2012, The journals of gerontology. Series A, Biological sciences and medical sciences.

[88]  Subashan Perera,et al.  Is Timed Up and Go Better Than Gait Speed in Predicting Health, Function, and Falls in Older Adults? , 2011, Journal of the American Geriatrics Society.

[89]  M. Daabiss,et al.  American Society of Anaesthesiologists physical status classification , 2011, Indian journal of anaesthesia.

[90]  M. C. Lewis,et al.  Unique Aspects of the Elderly Surgical Population , 2011, Geriatric orthopaedic surgery & rehabilitation.

[91]  Birgit Grund,et al.  Analysis of biomarker data: logs, odds ratios, and receiver operating characteristic curves , 2010, Current opinion in HIV and AIDS.

[92]  R. Gobbens,et al.  In search of an integral conceptual definition of frailty: opinions of experts. , 2010, Journal of the American Medical Directors Association.

[93]  C. Moran,et al.  Development and validation of a preoperative scoring system to predict 30 day mortality in patients undergoing hip fracture surgery. , 2008, British journal of anaesthesia.

[94]  T. Gill,et al.  A standard procedure for creating a frailty index , 2008, BMC geriatrics.

[95]  Y. Rolland,et al.  Frailty: toward a clinical definition. , 2008, Journal of the American Medical Directors Association.

[96]  S. García del Valle,et al.  Predictive value of six risk scores for outcome after surgical repair of hip fracture in elderly patients , 2007, Acta anaesthesiologica Scandinavica.

[97]  N. Cook Use and Misuse of the Receiver Operating Characteristic Curve in Risk Prediction , 2007, Circulation.

[98]  Ross T Tsuyuki,et al.  Validity and reliability of the Edmonton Frail Scale , 2006, Age and ageing.

[99]  I. McDowell,et al.  A global clinical measure of fitness and frailty in elderly people , 2005, Canadian Medical Association Journal.

[100]  N. Demartines,et al.  Classification of Surgical Complications: A New Proposal With Evaluation in a Cohort of 6336 Patients and Results of a Survey , 2004, Annals of Surgery.

[101]  J. Connor,et al.  A brief risk-stratification tool to predict repeat emergency department visits and hospitalizations in older patients discharged from the emergency department. , 2003, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[102]  M. Irwin,et al.  The ASA Physical Status Classification: Inter-observer Consistency , 2002, Anaesthesia and intensive care.

[103]  P. Shekelle,et al.  The Vulnerable Elders Survey: A Tool for Identifying Vulnerable Older People in the Community , 2001, Journal of the American Geriatrics Society.

[104]  Kenneth Rockwood,et al.  Accumulation of Deficits as a Proxy Measure of Aging , 2001, TheScientificWorldJournal.

[105]  L. Fried,et al.  Frailty in older adults: evidence for a phenotype. , 2001, The journals of gerontology. Series A, Biological sciences and medical sciences.

[106]  L. Balducci,et al.  The application of the principles of geriatrics to the management of the older person with cancer. , 2000, Critical reviews in oncology/hematology.

[107]  J. Daley,et al.  Risk factors for prolonged length of stay after major elective surgery. , 1999, Annals of surgery.

[108]  Kenneth Rockwood,et al.  A brief clinical instrument to classify frailty in elderly people , 1999, The Lancet.

[109]  Diane Podsiadlo,et al.  The Timed “Up & Go”: A Test of Basic Functional Mobility for Frail Elderly Persons , 1991, Journal of the American Geriatrics Society.

[110]  G. Guyatt,et al.  The 6-minute walk: a new measure of exercise capacity in patients with chronic heart failure. , 1985, Canadian Medical Association journal.

[111]  L. Kraiss,et al.  Rapid Methods for Routine Frailty Assessment during Vascular Surgery Clinic Visits. , 2018, Annals of vascular surgery.

[112]  J. Grauer,et al.  Discriminative Ability of Elixhauser's Comorbidity Measure is Superior to Other Comorbidity Scores for Inpatient Adverse Outcomes After Total Hip Arthroplasty. , 2018, The Journal of arthroplasty.

[113]  S. Parker,et al.  What is Comprehensive Geriatric Assessment (CGA)? An umbrella review , 2018, Age and ageing.

[114]  Binru Han,et al.  Predictive value of frailty on postoperative complications in elderly patients with major abdominal surgery , 2018 .

[115]  A. Houdijk,et al.  Mini nutritional assessment and mortality after hip fracture surgery in the elderly , 2015, The journal of nutrition, health & aging.

[116]  Kenneth Rockwood,et al.  Searching for an operational definition of frailty: a Delphi method based consensus statement: the frailty operative definition-consensus conference project. , 2013, The journals of gerontology. Series A, Biological sciences and medical sciences.

[117]  Paul Stolee,et al.  Frailty is associated with postoperative complications in older adults with medical problems. , 2009, Archives of gerontology and geriatrics.

[118]  N. Steverink,et al.  Measuring frailty: Developing and testing the GFI (Groningen frailty indicator). , 2001 .

[119]  C. Steiner,et al.  Comorbidity measures for use with administrative data. , 1998, Medical care.

[120]  C. Mackenzie,et al.  A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. , 1987, Journal of chronic diseases.

[121]  Emil Frei,et al.  Appraisal of methods for the study of chemotherapy of cancer in man: Comparative therapeutic trial of nitrogen mustard and triethylene thiophosphoramide , 1960 .