FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3135846315> ?p ?o ?g. }

• W3135846315 abstract "Abstract Background Escape and absconding, especially in forensic settings, can have serious consequences for patients, staff and institutions. Several characteristics of affected patients could be identified so far, albeit based on heterogeneous patient populations, a limited number of possible factors and basal statistical analyses. The aim of this study was to determine the most important characteristics among a large number of possible variables and to describe the best statistical model using machine learning in a homogeneous group of offender patients with schizophrenia spectrum disorder. Methods A database of 370 offender patients suffering from schizophrenia spectrum disorder and 507 possible predictor variables was explored by machine learning. To counteract overfitting, the database was divided into training and validation set and a nested validation procedure was used on the training set. The best model was tested on the validation set and the most important variables were extracted. Results The final model resulted in a balanced accuracy of 71.1% (95% CI = [58.5, 83.1]) and an AUC of 0.75 (95% CI = [0.63, 0.87]). The variables identified as relevant and related to absconding/ escape listed from most important to least important were: more frequent forbidden intake of drugs during current hospitalization, more index offences, higher neuroleptic medication, more frequent rule breaking behavior during current hospitalization, higher PANSS Score at discharge, lower age at admission, more frequent dissocial behavior during current hospitalization, shorter time spent in current hospitalization and higher PANSS Score at admission. Conclusions For the first time a detailed statistical model could be built for this topic. The results indicate the presence of a particularly problematic subgroup within the group of offenders with schizophrenic spectrum disorder who also tend to escape or abscond. Early identification and tailored treatment of these patients could be of clinical benefit." @default.
• W3135846315 created "2021-03-15" @default.
• W3135846315 creator A5000457083 @default.
• W3135846315 creator A5035485656 @default.
• W3135846315 creator A5044869498 @default.
• W3135846315 date "2021-03-04" @default.
• W3135846315 modified "2023-09-28" @default.
• W3135846315 title "Escape and absconding among offenders with schizophrenia spectrum disorder – an explorative analysis of characteristics" @default.
• W3135846315 cites W1513659879 @default.
• W3135846315 cites W1515226422 @default.
• W3135846315 cites W1517113311 @default.
• W3135846315 cites W1556008929 @default.
• W3135846315 cites W1573945146 @default.
• W3135846315 cites W1834124252 @default.
• W3135846315 cites W1929872760 @default.
• W3135846315 cites W1964421503 @default.
• W3135846315 cites W1965909804 @default.
• W3135846315 cites W1968862646 @default.
• W3135846315 cites W1973218471 @default.
• W3135846315 cites W1976331197 @default.
• W3135846315 cites W1980659444 @default.
• W3135846315 cites W1987378892 @default.
• W3135846315 cites W1995356670 @default.
• W3135846315 cites W1996959448 @default.
• W3135846315 cites W2003948682 @default.
• W3135846315 cites W2007178835 @default.
• W3135846315 cites W2009407512 @default.
• W3135846315 cites W2018184555 @default.
• W3135846315 cites W2020642999 @default.
• W3135846315 cites W2022606314 @default.
• W3135846315 cites W2022685753 @default.
• W3135846315 cites W2024919626 @default.
• W3135846315 cites W2035126508 @default.
• W3135846315 cites W2042589377 @default.
• W3135846315 cites W2047730658 @default.
• W3135846315 cites W2048848559 @default.
• W3135846315 cites W2057335587 @default.
• W3135846315 cites W2062649699 @default.
• W3135846315 cites W2068964227 @default.
• W3135846315 cites W2075250405 @default.
• W3135846315 cites W2076043923 @default.
• W3135846315 cites W2077663753 @default.
• W3135846315 cites W2079430595 @default.
• W3135846315 cites W2080205000 @default.
• W3135846315 cites W2087397654 @default.
• W3135846315 cites W2095751856 @default.
• W3135846315 cites W2101930200 @default.
• W3135846315 cites W2103458878 @default.
• W3135846315 cites W2104683557 @default.
• W3135846315 cites W2118978333 @default.
• W3135846315 cites W2125653585 @default.
• W3135846315 cites W2125793895 @default.
• W3135846315 cites W2128928698 @default.
• W3135846315 cites W2134360135 @default.
• W3135846315 cites W2137317162 @default.
• W3135846315 cites W2143890283 @default.
• W3135846315 cites W2145870277 @default.
• W3135846315 cites W2152861404 @default.
• W3135846315 cites W2153156816 @default.
• W3135846315 cites W2153373452 @default.
• W3135846315 cites W2158585626 @default.
• W3135846315 cites W2158620028 @default.
• W3135846315 cites W2160638474 @default.
• W3135846315 cites W2164207356 @default.
• W3135846315 cites W2171897614 @default.
• W3135846315 cites W2177441923 @default.
• W3135846315 cites W2259220573 @default.
• W3135846315 cites W2267620475 @default.
• W3135846315 cites W2298388959 @default.
• W3135846315 cites W2419077566 @default.
• W3135846315 cites W2439614244 @default.
• W3135846315 cites W2487770199 @default.
• W3135846315 cites W2494356052 @default.
• W3135846315 cites W2571700049 @default.
• W3135846315 cites W2738873788 @default.
• W3135846315 cites W2787427645 @default.
• W3135846315 cites W2799672231 @default.
• W3135846315 cites W2950219756 @default.
• W3135846315 cites W3017208276 @default.
• W3135846315 cites W3022471525 @default.
• W3135846315 cites W3036480770 @default.
• W3135846315 cites W3044016164 @default.
• W3135846315 cites W4230702435 @default.
• W3135846315 doi "https://doi.org/10.1186/s12888-021-03117-1" @default.
• W3135846315 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7931588" @default.
• W3135846315 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33663445" @default.
• W3135846315 hasPublicationYear "2021" @default.
• W3135846315 type Work @default.
• W3135846315 sameAs 3135846315 @default.
• W3135846315 citedByCount "6" @default.
• W3135846315 countsByYear W31358463152021 @default.
• W3135846315 countsByYear W31358463152022 @default.
• W3135846315 countsByYear W31358463152023 @default.
• W3135846315 crossrefType "journal-article" @default.
• W3135846315 hasAuthorship W3135846315A5000457083 @default.
• W3135846315 hasAuthorship W3135846315A5035485656 @default.
• W3135846315 hasAuthorship W3135846315A5044869498 @default.
• W3135846315 hasBestOaLocation W31358463151 @default.
• W3135846315 hasConcept C118552586 @default.
• W3135846315 hasConcept C119857082 @default.

• next