The recidivism of homicide offenders in Western Australia

2017 ◽  
Vol 51 (3) ◽  
pp. 395-411 ◽  
Author(s):  
Roderic Broadhurst ◽  
Ross Maller ◽  
Max Maller ◽  
Brigitte Bouhours

Popular perceptions about the recidivism of homicide offenders are contradictory, varying from one extreme – that such offenders rarely commit further violent offences – to the opposite, where it is thought that they remain at a high risk of serious reoffending. The present study draws on the records of 1088 persons arrested in Western Australia over the period 1984–2005 for domestic murders and other types of homicides (robbery and sexual murder), including attempted murder, conspiracy to murder, manslaughter (unintentional homicide) and driving causing death. Our database provides up to 22 years follow-up time (for those arrested in 1984) and accounts critically for the first and any subsequent arrests, if they occur. Of the 1088 persons, only 3 were subsequently arrested and charged with a homicide offence event in the follow-up period. Among those arrested for a murder and subsequently released, we estimate a probability of 0.66 (accounting for censoring) of being rearrested for another offence of any type. The corresponding probabilities for those originally arrested for manslaughter or for driving causing death were equal, at 0.43. A dynamic analysis of the longitudinal data by survival analysis techniques is used to reliably estimate these probabilities. Having a prior record increased the risk of re-arrest; for example male non-Aboriginals arrested for murder with at least one prior arrest have an estimated probability of 0.72 of being rearrested for another offence of any type. Their estimated probability of being rearrested for another serious offence was 0.33. These findings should be of interest to courts and correctional agencies in assessing risk at various stages of the administration of criminal justice.

Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 3197-3197
Author(s):  
Efstathios Kastritis ◽  
Marie-Christine Kyrtsonis ◽  
Evdoxia Hatjiharissi ◽  
Argiris S. Symeonidis ◽  
Amalia Vassou ◽  
...  

Abstract WM is a disease of the elderly with a protracted course in many patients. There are limited data which indicate that several WM patients die due to causes which are not directly related to their underlying malignancy. However, the realization and the estimation of the contribution of unrelated mortality in WM are important for the design of treatment strategy in patients of advanced age. To our knowledge there are no such data published for WM patients. Thus, we analyzed the outcomes of 408 patients with symptomatic WM who received therapy within the centers of the Greek Myeloma Study Group in order to assess disease related survival. In this analysis unrelated death was considered to be a competing risk event. Causes of death other than WM, treatment toxicity or myelodysplasia/transformation were considered as unrelated deaths. Median age of patients was 68 (28-92) years; 21% were >75 years and 9% were ≤50 years of age. Patients who started therapy after 2000 were older (median age 70 vs. 65 years before 2000, p<0.001) while 25% were >75 years (vs. 13% before 2000). In terms of ISSWM stage, more patients had high and intermediate risk disease after 2000 (41% & 42% vs. 25.5% & 38% before 2000, p<0.001), probably due to increased proportions of older patients in the recent era. Only 4% of patients before 2000 vs. 79% after 2000 received primary therapy with rituximab; however, similar rates of at least 50% IgM reduction were recorded (63% vs. 58%, p=0.361). Median follow up for all patients was 5.5 years (9 years in the pre-2000 and 4.5 years in the post-2000 group) and 52% of patients have died (77% in the group before 2000 and 40% in the group after 2000). However, 23% of deaths were considered unrelated to WM. Thus, 5-year and 8-year overall survival (OS) was 70% and 54% respectively, with a median OS of all patients of 8.8 years. When we performed survival analysis with unrelated deaths as competing risk, then 5-year risk of WM-related death was 21.4% (95% CI 17-26%) and of unrelated death was 7.6% (95% CI 5-10.5%), while 8-year WM-related death rate was 32% (95% CI 27-37%) and unrelated death 11.5% (95% CI 8-15%). Because older patients are at higher risk of unrelated deaths we performed an age-specific analysis. The median survival of patients >75 years was 5.3 vs. 9.7 years for patients ≤75 years (p<0.001). However, for patients >75 years, the 5-year death rate due to WM was 22% (95% CI 13-32%) vs. 21% (95% CI 16-26%) for patients ≤75 years (p=0.193), while the 5-year unrelated death rate was 17% (95% CI 10-27%) and 5.1% (3-8%), respectively (p<0.001). Thus, in patients with advanced age (>75 years) >40% of deaths are unrelated to WM, while WM-specific death rates were similar for patients >75 or ≤75 years. In patients ≤50 years there were no WM-unrelated deaths. We then evaluated the prognostic significance of IPSSWM, which discriminated 3 groups with 5-year overall survival of 86%, 68% and 51% for low, intermediate and high risk groups, respectively (p<0.001). However, because intermediate and high risk IPSS groups are enriched for older patients we performed the analysis with unrelated deaths as competing event. The 5-year WM-specific death rate was 10%, 19% and 27% for the three risk groups (p=0.035), while the 5-year unrelated death rate was 1.5%, 5% and 14%, respectively (p=0.003). The median OS for patients who started therapy before and after 2000 was similar (9 vs. 8.1 years, respectively, p=0.474). However, when we performed competing event survival analysis, then the 5-year WM-related death rate was 21% for both groups, but the 5-year unrelated death rate was 4.6% for patients before 2000 vs. 9.1% for patients after 2000 (p=0.026). Thus, the lack of a significant improvement of survival after the era of monoclonal antibodies is partly due to the doubling of WM-unrelated deaths as a result of the increasing numbers of patients of advanced age who are diagnosed and treated for WM. Additional follow up is needed for patients after 2000 in order to evaluate the WM-related risk of death at later time points (at 10 or 15 years). In conclusion, this is the first analysis in a large cohort of patients with symptomatic WM in which WM-unrelated death is treated as a competing risk. Many patients of advanced age die of causes unrelated to WM and this fact should be taken into account in the evaluation of long term outcomes and the design of clinical trials in patients with WM, especially since more patients of advanced age are diagnosed and treated for WM. Disclosures: No relevant conflicts of interest to declare.


2020 ◽  
Vol 39 (1) ◽  
Author(s):  
Antonio Valvano ◽  
Giorgio Bosso ◽  
Valentina Apuzzi ◽  
Valentina Mercurio ◽  
Valeria Di Simone ◽  
...  

2015 ◽  
Vol 4 (5) ◽  
pp. 261-266 ◽  
Author(s):  
Anna Woodard ◽  
R. Marshall Austin ◽  
Zaibo Li ◽  
Joseph Beere ◽  
Chengquan Zhao
Keyword(s):  
Hpv 16 ◽  
Hpv Test ◽  

RMD Open ◽  
2021 ◽  
Vol 7 (2) ◽  
pp. e001524
Author(s):  
Nina Marijn van Leeuwen ◽  
Marc Maurits ◽  
Sophie Liem ◽  
Jacopo Ciaffi ◽  
Nina Ajmone Marsan ◽  
...  

ObjectivesTo develop a prediction model to guide annual assessment of systemic sclerosis (SSc) patients tailored in accordance to disease activity.MethodsA machine learning approach was used to develop a model that can identify patients without disease progression. SSc patients included in the prospective Leiden SSc cohort and fulfilling the ACR/EULAR 2013 criteria were included. Disease progression was defined as progression in ≥1 organ system, and/or start of immunosuppression or death. Using elastic-net-regularisation, and including 90 independent clinical variables (100% complete), we trained the model on 75% and validated it on 25% of the patients, optimising on negative predictive value (NPV) to minimise the likelihood of missing progression. Probability cutoffs were identified for low and high risk for disease progression by expert assessment.ResultsOf the 492 SSc patients (follow-up range: 2–10 years), disease progression during follow-up was observed in 52% (median time 4.9 years). Performance of the model in the test set showed an AUC-ROC of 0.66. Probability score cutoffs were defined: low risk for disease progression (<0.197, NPV:1.0; 29% of patients), intermediate risk (0.197–0.223, NPV:0.82; 27%) and high risk (>0.223, NPV:0.78; 44%). The relevant variables for the model were: previous use of cyclophosphamide or corticosteroids, start with immunosuppressive drugs, previous gastrointestinal progression, previous cardiovascular event, pulmonary arterial hypertension, modified Rodnan Skin Score, creatine kinase and diffusing capacity for carbon monoxide.ConclusionOur machine-learning-assisted model for progression enabled us to classify 29% of SSc patients as ‘low risk’. In this group, annual assessment programmes could be less extensive than indicated by international guidelines.


Viruses ◽  
2021 ◽  
Vol 13 (8) ◽  
pp. 1548
Author(s):  
Ana Gradissimo ◽  
Viswanathan Shankar ◽  
Fanua Wiek ◽  
Lauren St. Peter ◽  
Yevgeniy Studentsov ◽  
...  

The goal of this study was to investigate the serological titers of circulating antibodies against human papillomavirus (HPV) type 16 (anti-HPV16) prior to the detection of an incident HPV16 or HPV31 infection amongst vaccinated participants. Patients were selected from a prospective post-HPV vaccine longitudinal cohort at Mount Sinai Adolescent Health Center in Manhattan, NY. We performed a nested case–control study of 43 cases with incident detection of cervical HPV16 (n = 26) or HPV31 (n = 17) DNA who had completed the full set of immunizations of the quadrivalent HPV vaccine (4vHPV). Two control individuals whom had received three doses of the vaccine (HPV16/31-negative) were selected per case, matched on age at the first dose of vaccination and follow-up time in the study: a random control, and a high-risk control that was in the upper quartile of a sexual risk behavior score. We conducted an enzyme-linked immunosorbent assay (ELISA) for the detection of immunoglobulin G (IgG) antibodies specific to anti-HPV16 virus-like particles (VLPs). The results suggest that the average log antibody titers were higher among high-risk controls than the HPV16/31 incident cases and the randomly selected controls. We show a prospective association between anti-HPV16 VLP titers and the acquisition of an HPV16/31 incident infection post-receiving three doses of 4vHPV vaccine.


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