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. 2021 Dec 21;2021(12):CD013139. doi: 10.1002/14651858.CD013139.pub2

Gupta 2011.

Study characteristics
General information Objective 
  • Prediction model compared


Journal
  • Circulation


Country
  • USA


Study design
  • Prospective existing registry

Participants Number of included patients
  • 26,183


Surgical specialty
  • Noncardiac surgery


Age
  • Not reported


Male sex
  • Not reported 


High‐risk surgery
  • Not reported


Insulin‐dependent diabetes mellitus
  • Not reported


History of ischaemic heart disease
  • Not reported 


History of congestive heart failure
  • Not reported


History of cerebrovascular events
  • Not reported


Elevated creatinine
  • Not reported


0 RCRI factors
  • Not reported


1 RCRI factor
  • Not reported


2 RCRI factors
  • Not reported


3 or more RCRI factors
  • Not reported

Predictors Predictor 1:
ACS‐NSQIP‐MICA
  • Objective: prediction model compared

  • Category: prediction model

  • Scale: not applicable

  • Threshold: not applicable

  • Assay/device: not applicable

Outcome Outcome category
  • Myocardial infarction and cardiac arrest


Full outcome definition
  • Not applicable


Prediction horizon
  • 30‐day events

Analysis Number of outcomes
  • Not reported  


Handling missing data
  • No information on handling missing data


Discrimination reported?
  • Yes


Calibration reported?
  • Yes  


Reclassification reported?
  • No

PROBAST: Applicability Domain 1: Participant selection
  • Low


Justification: 
Domain 2: Predictors
  • Unclear


Justification: no information on how the RCRI predictors were defined
Domain 3: Outcome
  • High


Justification: outcome is myocardial infarction and cardiac arrest, which is not the outcome for which the RCRI is developed
Overall judgement
  • High


Justification: patients selected were generalisable to the patient population used in the RCRI development study. However, there was no/unclear information on predictor definitions and outcome definition was different compared to the development study
Notes
 
Item Authors' judgement Support for judgement
Domain 1: Participant selection Yes Appropriate participant selection in which patients were selected in whom the RCRI model can be applied.
Domain 2: Predictors Unclear No information on how the RCRI predictors were defined.
Domain 3: Outcome Yes Clearly defined outcome definitions and appropriate adjudication of outcomes.
Domain 4:  Analysis No Number of outcomes is not reported; calibration and discrimination was reported. Development of a new model was reported and validated in a new model. However, no calibration plot was reported for the NSQIP‐MICA model in the validation set and no information on the confidence intervals or standard errors was reported.
Overall judgement No Patient selection was appropriate. Outcomes were clearly defined and assessed. However, predictor definitions were not clear/reported. Furthermore, the number of outcomes was not reported and inappropriate reporting of performance measures.