FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285403011> ?p ?o ?g. }

• W4285403011 endingPage "100142" @default.
• W4285403011 startingPage "100142" @default.
• W4285403011 abstract "BackgroundPredictive analytics are being used increasingly in the field of spinal surgery with the development of models to predict post-surgical complications. Predictive models should be valid, generalizable, and clinically useful. The purpose of this review was to identify existing post-surgical complication prediction models for spinal surgery and to determine if these models are being adequately investigated with internal/external validation, model updating and model impact studies.MethodsThis was a scoping review of studies pertaining to models for the prediction of post-surgical complication after spinal surgery published over 10 years (2010-2020). Qualitative data was extracted from the studies to include study classification, adherence to Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD) guidelines and risk of bias (ROB) assessment using the Prediction model study Risk Of Bias Assessment Tool (PROBAST). Model evaluation was determined using area under the curve (AUC) when available. The Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) statement was used as a basis for the search methodology in four different databases.ResultsThirty studies were included in the scoping review and 80% (24/30) included model development with or without internal validation. Twenty percent (6/30) were exclusively external validation studies and only one study included an impact analysis in addition to model development and internal validation. Two studies referenced the TRIPOD guidelines and there was a high ROB in 100% of the studies using the PROBAST tool.ConclusionsThe majority of post-surgical complication prediction models in spinal surgery have not undergone standardized model development and internal validation or adequate external validation and impact evaluation. As such there is uncertainty as to their validity, generalizability, and clinical utility. Future efforts should be made to use existing tools to ensure standardization in development and rigorous evaluation of prediction models in spinal surgery." @default.
• W4285403011 created "2022-07-14" @default.
• W4285403011 creator A5003147487 @default.
• W4285403011 creator A5009720965 @default.
• W4285403011 creator A5012803563 @default.
• W4285403011 creator A5023236394 @default.
• W4285403011 creator A5071469725 @default.
• W4285403011 creator A5088647547 @default.
• W4285403011 creator A5091148729 @default.
• W4285403011 date "2022-09-01" @default.
• W4285403011 modified "2023-10-14" @default.
• W4285403011 title "A scoping review of complication prediction models in spinal surgery: An analysis of model development, validation and impact" @default.
• W4285403011 cites W1967833059 @default.
• W4285403011 cites W1981329116 @default.
• W4285403011 cites W1994224528 @default.
• W4285403011 cites W1994682257 @default.
• W4285403011 cites W2000286164 @default.
• W4285403011 cites W2021465218 @default.
• W4285403011 cites W2045030989 @default.
• W4285403011 cites W2048301249 @default.
• W4285403011 cites W2061696759 @default.
• W4285403011 cites W2066478498 @default.
• W4285403011 cites W2079776874 @default.
• W4285403011 cites W2082376914 @default.
• W4285403011 cites W2098923148 @default.
• W4285403011 cites W2114488753 @default.
• W4285403011 cites W2124704085 @default.
• W4285403011 cites W2136085913 @default.
• W4285403011 cites W2139599336 @default.
• W4285403011 cites W2146404132 @default.
• W4285403011 cites W2148103899 @default.
• W4285403011 cites W2151056789 @default.
• W4285403011 cites W2157814042 @default.
• W4285403011 cites W2183097406 @default.
• W4285403011 cites W2303796163 @default.
• W4285403011 cites W2395172628 @default.
• W4285403011 cites W2395549741 @default.
• W4285403011 cites W2515060642 @default.
• W4285403011 cites W2516083700 @default.
• W4285403011 cites W251963494 @default.
• W4285403011 cites W2536423838 @default.
• W4285403011 cites W2576440140 @default.
• W4285403011 cites W2588681363 @default.
• W4285403011 cites W2600007505 @default.
• W4285403011 cites W2606031170 @default.
• W4285403011 cites W2734277666 @default.
• W4285403011 cites W2762215555 @default.
• W4285403011 cites W2762786040 @default.
• W4285403011 cites W2762836337 @default.
• W4285403011 cites W2765974272 @default.
• W4285403011 cites W2806801010 @default.
• W4285403011 cites W2808649887 @default.
• W4285403011 cites W2883210239 @default.
• W4285403011 cites W2894319790 @default.
• W4285403011 cites W2895598278 @default.
• W4285403011 cites W2895858475 @default.
• W4285403011 cites W2900557902 @default.
• W4285403011 cites W2900624976 @default.
• W4285403011 cites W2901175940 @default.
• W4285403011 cites W2904007742 @default.
• W4285403011 cites W2907554860 @default.
• W4285403011 cites W2910259245 @default.
• W4285403011 cites W2910581027 @default.
• W4285403011 cites W2916378590 @default.
• W4285403011 cites W2939466230 @default.
• W4285403011 cites W2950240732 @default.
• W4285403011 cites W2980030301 @default.
• W4285403011 cites W3002182278 @default.
• W4285403011 cites W3004718903 @default.
• W4285403011 cites W3015425135 @default.
• W4285403011 cites W3018216133 @default.
• W4285403011 cites W3023550993 @default.
• W4285403011 cites W3024629011 @default.
• W4285403011 cites W3027495266 @default.
• W4285403011 cites W3033683206 @default.
• W4285403011 cites W3080137061 @default.
• W4285403011 cites W3174706983 @default.
• W4285403011 doi "https://doi.org/10.1016/j.xnsj.2022.100142" @default.
• W4285403011 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35983028" @default.
• W4285403011 hasPublicationYear "2022" @default.
• W4285403011 type Work @default.
• W4285403011 citedByCount "0" @default.
• W4285403011 crossrefType "journal-article" @default.
• W4285403011 hasAuthorship W4285403011A5003147487 @default.
• W4285403011 hasAuthorship W4285403011A5009720965 @default.
• W4285403011 hasAuthorship W4285403011A5012803563 @default.
• W4285403011 hasAuthorship W4285403011A5023236394 @default.
• W4285403011 hasAuthorship W4285403011A5071469725 @default.
• W4285403011 hasAuthorship W4285403011A5088647547 @default.
• W4285403011 hasAuthorship W4285403011A5091148729 @default.
• W4285403011 hasBestOaLocation W42854030111 @default.
• W4285403011 hasConcept C119857082 @default.
• W4285403011 hasConcept C126322002 @default.
• W4285403011 hasConcept C141071460 @default.
• W4285403011 hasConcept C17744445 @default.
• W4285403011 hasConcept C189708586 @default.
• W4285403011 hasConcept C199539241 @default.
• W4285403011 hasConcept C2522767166 @default.

• next