Social Determinants of Health Impacting the Experience of Young Adults With Cancer at a Single Community Urban Hospital: A Retrospective Cohort Study.

Adolescent and young adult (AYA) cancer patients receive palliative medicine consultation at a late stage and face diagnostic delays. Failure to address social determinants of health (SDOH) and AYA-specific needs can adversely impact patient experience. This retrospective observational cohort study used data from chart review to assess the frequency of SDOH impacting AYA patients and setting of initial diagnosis at a US urban safety-net hospital. The association of SDOH variables with delays in treatment, loss of follow-up, and no-shows was tested using Chi-square and t-tests. One hundred seventy five patient charts were reviewed. Sixty-two percent were diagnosed in acute care settings. Substance use disorders, financial, employment, and insurance issues were associated with delayed treatment, with weak to moderate effect sizes. Mental health diagnoses, substance use disorder, homelessness, and financial burdens were associated with patient no-shows, with moderate to large effect sizes. Twenty-five percent of patients received palliative medicine consultation; 70% of these occurred at end of life. This study demonstrates the impact of SDOH on AYA cancer care and the need for policy allowing for intervention on SDOH.

Interactive effects of alcohol and cannabis quantities in the prediction of same-day negative consequences among young adults.

BACKGROUND: Simultaneous alcohol and cannabis use is common, but observational studies examining negative consequences of simultaneous use have rarely considered dose-related interactions between alcohol and cannabis. This study examined interactions between quantities of cannabis and alcohol consumed in predicting negative consequences on simultaneous use days. METHODS: Young adults (N = 151; 64% female; 62% White) reporting recent simultaneous use and at least weekly alcohol and cannabis use completed 21 daily, smartphone-based surveys assessing previous day quantities of cannabis and alcohol used, types of cannabis used (flower, concentrates, edibles), and negative substance-related consequences. Multilevel models examined: (1) whether negative consequences differed within-person across simultaneous use days and single-substance use days; and (2) whether quantities of alcohol and cannabis consumed on simultaneous use days interacted, within-person, to predict negative consequences. We focused on quantities of cannabis flower (grams) in primary analyses and explored quantities of other forms of cannabis (concentrates, edibles) in supplementary analyses. RESULTS: Participants reported fewer negative consequences on alcohol-only (243 observations) and cannabis-only (713 observations) days than they did on simultaneous use days (429 observations). On simultaneous use days involving cannabis flower use (313 observations across 81 participants), the within-person association between number of standard drinks and negative consequences was weaker on days during which larger (vs. smaller) amounts of cannabis flower were consumed. Inspection of simple slopes revealed that decreased alcohol use was associated with less of a decline in negative consequences when combined with relatively greater amounts of cannabis flower. CONCLUSIONS: Although simultaneous use was associated with more negative consequences than alcohol-only and cannabis-only use, negative consequences on simultaneous use days varied as a function of the interaction between alcohol and cannabis quantities. As findings suggest that using larger amounts of cannabis may attenuate declines in negative consequences associated with lighter drinking, interventions for higher-risk simultaneous use patterns may benefit from a focus on quantities of both alcohol and cannabis.

Outcomes of a Novel Spine Virtual Fracture Clinic in an Australian Tertiary Hospital.

STUDY DESIGN: This was a retrospective cohort study. OBJECTIVE: To determine the proportion of referrals diverted by the SVFC from traditional outpatient clinic management. SUMMARY OF BACKGROUND DATA: The consistent rise in demand for orthopaedic outpatient clinic services is creating marked challenges to the provision of quality care. Virtual fracture clinics for upper and lower limb fractures have reduced the burden on outpatient clinics through telephone-based management of these conditions. To date, no study describes the expansion of virtual care to the spine trauma population. METHODS: A study of spine fractures referred to the RMH Department of Orthopaedic Surgery was conducted comparing outcomes prior to (January to December 2021) and following (July 2022 to November 2023) implementation of a spine virtual fracture clinic (SVFC). The primary aim of this study was to investigate the effects of a telephone-based SVFC on outpatient clinic activity, represented by the proportion of referrals discharged without requiring in-person clinic review. Secondary aims included appointment utilisation, lost to follow-up rates, duration of care, missed or mis-diagnoses, unplanned operations and complications. RESULTS: A total of 91.9% (n=666) referrals managed by the SVFC were discharged without in-person clinic attendance. Compared to outpatient clinic management (n=150 referrals), SVFC implementation was associated with reductions in the average number of consultations per referral (1.8 versus 2.4, P<0.001), appointments not attended (5% versus 13%, P<0.001), referrals lost to follow-up (0 versus 10.7%, P<0.001) and a shorter duration of care (median 48 d versus 58 d, P<0.001). A total of 65 patients (8.1%) were redirected to in-person clinics of which three underwent surgical intervention. No diagnostic errors, complications or adverse events were identified. CONCLUSION: This study demonstrates that a SVFC is an effective and safe alternative pathway to traditional hospital-based outpatient clinics with low-risk for any adverse outcomes.

Investigating Alexithymia as a Moderator of Outcomes in a Randomized Controlled Trial of an Online Intervention for Co-Occurring Depression and Hazardous Alcohol Use: Enquête sur l'alexithymie en tant que modérateur des résultats dans un essai randomisé contrôlé d'une intervention en ligne pour la dépression concomitante et la consommation dangereuse d'alcool.

OBJECTIVE: Alexithymia is characterized by difficulty identifying and/or describing emotions, reduced imaginal processes, and externally oriented thinking. High levels of alexithymia may increase the challenge of supporting individuals with co-occurring depression and hazardous alcohol use. This secondary analysis sought to investigate whether or not alexithymia moderated the outcomes of an online intervention for depression and alcohol use. METHOD: As part of a randomized controlled trial, 988 participants were randomly assigned to receive an intervention dually focused on depression and alcohol use, or an intervention only focused on depression. The pre-specified mediation hypothesis was that changes in drinking at 3 months follow-up would effect the association between the intervention and change in depression at 6 months. This secondary analysis extends the investigation by adding alexithymia as a moderator. RESULTS: The current analysis demonstrated that including alexithymia as a moderator resulted in a conditional direct effect. Specifically, there was an intervention effect where participants who received the combined depression and alcohol intervention had larger improvements in their depression scores at 6 months, but this was only when their alexithymia score at baseline was also high (60.5 or higher). CONCLUSION: These results suggest that treatment planning and intervention effectiveness could be informed and optimized by taking alexithymia severity into consideration. This is especially merited as alexithymia can contribute to the weaker therapeutic alliance, more distress and dysphoria, shorter periods of abstinence, and more severe depression, compounding the complexity of supporting individuals with comorbid conditions. More research is needed to systematically investigate these possible modifying effects. PLAIN LANGUAGE TITLE: Does difficulty identifying/describing emotions or externally-oriented thinking influence the effectiveness of an intervention among people with both depression and hazardous alcohol use?

In a recent study we recruited participants who were concerned with both their alcohol use and low mood. We provided two different online interventions. Half of the participants received an intervention designed for both concerns and half received an intervention that addressed only depression. We hypothesized that receiving the combined intervention for both concerns would result in greater benefits, however, our results indicated no apparent difference. This analysis uses the same data, but investigated the influences of alexithymia on the effectiveness of the interventions. Alexithymia is defined as having difficulty identifying/describing emotions and/or thinking more about external events than internal feelings. It commonly co-occurs with depression and with hazardous alcohol use and can increase the challenge of supporting individuals with these co-occurring concerns. The results of this analysis showed support for our original hypothesis that participants who received the intervention that addressed both their mood and alcohol concerns had lower depression scores 6-months later, but only among individuals who also had alexithymia scores above 60.5. Taking alexithymia severity into consideration during treatment planning may help optimize the effectiveness of interventions. These results show merit for future research to consider alexithymia as a variable that could potentially impact outcomes among individuals with co-occurring depression and hazardous alcohol use.

Real-time millimeter wave holography with an arrayed detector.

Millimeter and terahertz wave imaging has emerged as a powerful tool for applications such as security screening, biomedical imaging, and material analysis. However, intensity images alone are often insufficient for detecting variations in the dielectric constant of a sample, and extraction of material properties without additional phase information requires extensive prior knowledge of the sample. Digital holography provides a means for intensity-only detectors to reconstruct both amplitude and phase images. Here we utilize a commercially available source and detector array, both operating at room temperature, to perform digital holography in real-time for the first time in the mm-wave band (at 290 GHz). We compare the off-axis and phase-shifting approaches to digital holography and discuss their trade-offs and practical challenges in this regime. Owing to the low pixel count, we find phase-shifting holography to be the most practical and high fidelity approach for such commercial mm-wave cameras even under real-time operational requirements.

The clinical and radiographic degenerative spondylolisthesis classification and its predictive value.

INTRODUCTION: The clinical and radiographic degenerative spondylolisthesis (CARDS) classification is a new classification that has been introduced for degenerative spondylolisthesis (DS). It has four categories. Our study aimed to analyse the functional and radiographic outcome following DS surgery based on the preoperative CARDS classification. METHODS: A retrospective study of the prospectively collected Australian Spine Registry database was performed. Data on demographics, patient reported outcome measures including the Oswestry Disability Index (ODI) and EQ-5D-3 L scores, and changes in radiographic measurements were analysed. Based on the preoperative findings all x-rays were classified applying the CARDS classification. RESULTS: Between 2018 and 2021 a total of 54-patients were identified as having had surgery for DS at L4/5. The mean age was 65.3 ± 11.3years and females were predominantly affected (61%). Most cases were of CARDS type C (46%), followed by type B (29%). CARDS type A and D were observed in 18% and 6% respectively. Preoperatively, the L4/5 lordosis was 19.8 ± 6.3° and lumbar lordosis 43.9 ± 12.8°. Postoperatively the L4/5 lordosis alignment changed significantly to 23.5 ± 8.8° (p < 0.05). Preoperatively, the CARDS classification was 34.8 ± 17.4 (type A), 40.5 ± 11.0 (type B), 43.8 ± 12.9 and 50.0 ± 14.4 for type D (Pearson-coefficient 0.284, p = 0.041). Postoperatively this changed to 22.7 ± 16.1, 28.7 ± 21.2, 12.5 ± 13.1, and 6.5 ± 2.1 respectively. Similar improvements were observed for the EQ-5D-3 L. CONCLUSION: This study shows that the CARDS classification correlates with preoperative functional scores as well as helping to predict response to surgery. CARDS will likely assist in operative planning and prognostication. LEVEL OF EVIDENCE: III, therapeutic and prognostic study.

Assessing the Prevalence of Cannabis Use Through a Survey About Criminal Activity Versus One About Alcohol, Tobacco, and Other Drugs.

Background: The prevalence of cannabis use in the United Kingdom might be underestimated using the Crime Survey of England and Wales. The current study examined whether responding to questions about their cannabis use as part of a crime survey would be less likely to report that they use cannabis compared to those responding to the same questions that are part of a survey about health. Methods: Participants were randomized to be told that the items about cannabis use came from a crime survey versus from a health survey. In addition, the sample was recruited using a representative online sampling method and compared to published rates of self-reported cannabis use collected as part of the Crime Survey for England and Wales. Results: There was no significant difference (p > 0.05) in the proportion endorsing cannabis use between those told the items came from a crime survey versus a health survey. However, self-reported rates of cannabis use collected as part of the online panel (51.3% ever use; 11.9% past year; age range 18-64 years) appeared higher than those reported based on results from the Crime Survey for England and Wales (37.2% ever and 5.8% past year; age range 18-59 years). Conclusion: The current study did not find evidence that manipulating whether participants were told that the items asking about cannabis use came from a survey asking about criminal activity versus one about health had an impact on self-reported cannabis use. However, as prevalence estimates generated by the Crime Survey of England and Wales do appear to be an underestimate of actual levels of cannabis use in the United Kingdom, further research is merited on this topic.

Perceptions of the Seriousness of Different Addictive Behaviors in the United Kingdom.

Background: Societal beliefs about the seriousness of different addictions were assessed in the United Kingdom (UK). Methods: An online panel, conducted in 2021 and sampled to be representative of the UK general population 18 years and over (N = 1499), was conducted and asked participants their views regarding the seriousness of different societal problems, including various addictive behaviors. Results: Cannabis was ranked as the least serious of the addictive behaviors. Other illicit drug use (cocaine, amphetamine, heroin) was rated as the most serious of addictive behaviors. None of the addictive behaviors were rated as being as serious a problem to society as environmental damage, violent crime, poverty, and the COVID-19 pandemic. Conclusions: Ratings of cannabis use were not as expected and stand in contrast to the current UK policy on cannabis use. In addition, the UK policy on alcohol consumption contrasts with societal concerns about alcohol use.

Terahertz microscopy using laser feedback interferometry based on a generalised phase-stepping algorithm.

In this paper we report an improved method of coherent sensing through the use of a generalized phase-stepping algorithm to extract magnitude and phase information from interferometric fringes acquired by laser feedback interferometry (LFI). Our approach allows for significantly reduced optical sampling and acquisition times whilst also avoiding the need for fitting to complex models of lasers under optical feedback in post-processing. We investigate theoretically the applicability of this method under different levels of optical feedback, different laser parameters, and for different sampling conditions. We furthermore validate its use experimentally for LFI-based sensing using a terahertz (THz)-frequency laser in both far-field and near-field sensing configurations. Finally we demonstrate our approach for two-dimensional nanoscale imaging of the out-of-plane field supported by individual micro-resonators at THz frequencies. Our results show that fully coherent sensing can be achieved reliably with as little as 4 sampling points per imaging pixel, opening up opportunities for fast coherent sensing not only at THz frequencies but across the visible and infra-red spectrum.

Almanac - Retrieval-Augmented Language Models for Clinical Medicine.

BACKGROUND: Large language models (LLMs) have recently shown impressive zero-shot capabilities, whereby they can use auxiliary data, without the availability of task-specific training examples, to complete a variety of natural language tasks, such as summarization, dialogue generation, and question answering. However, despite many promising applications of LLMs in clinical medicine, adoption of these models has been limited by their tendency to generate incorrect and sometimes even harmful statements. METHODS: We tasked a panel of eight board-certified clinicians and two health care practitioners with evaluating Almanac, an LLM framework augmented with retrieval capabilities from curated medical resources for medical guideline and treatment recommendations. The panel compared responses from Almanac and standard LLMs (ChatGPT-4, Bing, and Bard) versus a novel data set of 314 clinical questions spanning nine medical specialties. RESULTS: Almanac showed a significant improvement in performance compared with the standard LLMs across axes of factuality, completeness, user preference, and adversarial safety. CONCLUSIONS: Our results show the potential for LLMs with access to domain-specific corpora to be effective in clinical decision-making. The findings also underscore the importance of carefully testing LLMs before deployment to mitigate their shortcomings. (Funded by the National Institutes of Health, National Heart, Lung, and Blood Institute.).

Identifying Interpretable Latent Factors with Sparse Component Analysis.

In many neural populations, the computationally relevant signals are posited to be a set of 'latent factors' - signals shared across many individual neurons. Understanding the relationship between neural activity and behavior requires the identification of factors that reflect distinct computational roles. Methods for identifying such factors typically require supervision, which can be suboptimal if one is unsure how (or whether) factors can be grouped into distinct, meaningful sets. Here, we introduce Sparse Component Analysis (SCA), an unsupervised method that identifies interpretable latent factors. SCA seeks factors that are sparse in time and occupy orthogonal dimensions. With these simple constraints, SCA facilitates surprisingly clear parcellations of neural activity across a range of behaviors. We applied SCA to motor cortex activity from reaching and cycling monkeys, single-trial imaging data from C. elegans, and activity from a multitask artificial network. SCA consistently identified sets of factors that were useful in describing network computations.

Metarhizium spp. isolates effective against Queensland fruit fly juvenile life stages in soil.

Queensland fruit fly, Bactrocera tryoni, Froggatt (Diptera: Tephritidae) is Australia's primary fruit fly pest species. Integrated Pest Management (IPM) has been adopted to sustainably manage this polyphagous species with a reduced reliance on chemical pesticides. At present, control measures are aimed at the adult stages of the fly, with no IPM tools available to target larvae once they exit the fruit and pupate in the soil. The use of entomopathogenic fungi may provide a biologically-based control method for these soil-dwelling life stages. The effectiveness of fungal isolates of Metarhizium and Beauveria species were screened under laboratory conditions against Queensland fruit fly. In bioassays, 16 isolates were screened for pathogenicity following exposure of third-instar larvae to inoculum-treated vermiculite used as a pupation substrate. The best performing Metarhizium sp. isolate achieved an average percentage mortality of 93%, whereas the best performing Beauveria isolate was less efficient, with an average mortality of 36%. Susceptibility to infection during different development stages was investigated using selected fungal isolates, with the aim of assessing all soil-dwelling life stages from third-instar larvae to final pupal stages and emerging adults. Overall, the third larval instar was the most susceptible stage, with average mortalities between 51-98% depending on the isolate tested. Moreover, adult mortality was significantly higher when exposed to inoculum during pupal eclosion, with mortalities between 56-76% observed within the first nine days post-emergence. The effect of temperature and inoculum concentration on insect mortality were assessed independently with candidate isolates to determine the optimum temperature range for fungal biological control activity and the rate required for application in field conditions. Metarhizium spp. are highly efficacious at killing Queensland fruit fly and have potential for use as biopesticides to target soil-dwelling and other life stages of B. tryoni.

Evaluating the impact of motivational interviewing on engagement and outcomes in a web-based self-help intervention for gambling disorder: A randomised controlled trial.

Background: Self-paced internet interventions for gambling problems offer cost-effective, accessible, and private alternatives to traditional psychotherapy for a population that rarely seeks help. However, these interventions have been relatively slow to develop, evaluate, and deploy at scale relative to those for other addictive behaviors. Moreover, user engagement remains low despite the high interest. Motivational interviews have improved the effectiveness gambling bibliotherapy but have not been augmented with an analogous web-based self-guided program. Objectives: This trial aimed to replicate and extend prior work by translating a paperback workbook to the internet and pairing it with a single motivational interview. It was hypothesized that the motivational interview would enhance program engagement and gambling outcomes. Methods: A two-arm randomised controlled trial was conducted. Treatment-seeking Canadian adults recruited solely via social media received one year of access to a web-based self-guided program, either alone (N = 158) or in combination with a virtual motivational interview completed upon enrolment (N = 155). The program was based on principles of cognitive-behavioral therapy and motivational interviewing. Gambling severity, expenditures, frequency, and duration were assessed via online questionnaires at baseline and 3-, 6-, and 12-months post-baseline, along with secondary outcomes (i.e., depression, anxiety, nonspecific psychological distress, alcohol consumption). Results: Baseline characteristics were indicative of severe gambling problems and concurrent mental health problems but not problematic alcohol consumption in this sample. Both treatment groups demonstrated roughly equal improvements across all gambling outcomes and most secondary outcomes over time, except alcohol consumption, which did not meaningfully change. Changes were most prominent by 3 months, followed by more gradual change by 6 and 12 months. Only 57 % of gamblers who were assigned to receive a motivational interview completed that interview. About 40 % of users did not complete any program modules and 11 % completed all four. No group differences in program engagement were observed, although the number of modules completed was associated with greater reductions in gambling behaviors in both groups. Discussion: The problem of user engagement with web-based self-help programs remains. There is a dose-response relationship between engagement and outcomes when engagement is measured in terms of therapeutic content completed. Conclusions: The addition of a motivational interview to a web-based self-help program for gambling problems was unsuccessful in improving engagement or outcomes. Future work should aim to make self-guided programs more engaging rather than solely making users more engaged. Trial registration: Registered on 7 July 2020 (ISRCTN13009468).

Patterns of remission from alcohol dependence in the United Kingdom: results from an online panel general population survey.

BACKGROUND: Previous research has demonstrated that remissions from alcohol use disorders can occur without accessing treatment. The current study explored the prevalence of such untreated remissions in the UK and further, examined the extent to which people who resolved an alcohol use disorder regarded themselves as ever, or currently, being in recovery. METHODS: Participants were recruited using the Prolific online platform. Participants who met criteria for lifetime alcohol dependence (ICD-10) were asked about their drinking at its heaviest, use of treatment services, whether they identified as being in recovery, and their current alcohol consumption (to identify those who were abstinent or drinking in a moderate fashion). RESULTS: A total of 3,994 participants completed surveys to identify 166 participants with lifetime alcohol dependence who were currently abstinent (n = 67) or drinking in a moderate fashion (n = 99). Participants who were currently abstinent were more likely to have accessed treatment than those who were currently moderate drinkers (44.4% versus 16.0%; Fischer's exact test = 0.001). Further, those who were abstinent were heavier drinkers prior to remission [Mean (SD) drinks per week = 53.6 (31.7) versus 29.1 (21.7); t-test = 5.6, 118.7 df, p < .001] and were more likely to have ever identified themselves as 'in recovery' (51.5% versus 18.9%; Fischer's exact test = 0.001) than current moderate drinkers. CONCLUSIONS: While participants with an abstinent remission were more likely than those currently drinking in a moderate fashion to have accessed treatment and to identify as being 'in recovery,' the majority of participants reduced their drinking without treatment (and did not regard themselves as in recovery).

Applying the Canadian Low-Risk Gambling Guidelines to Gambling Harm Reduction in England.

There is a need for evidence-based guidelines for gamblers who wish to reduce their risk of harm by setting self-directed limits on their gambling. Recognizing this, the Canadian Low-Risk Gambling Guidelines were developed using data from 8 countries to establish the relationship between gambling behaviour and harm. The guidelines include recommended limits on gambling spending as a percentage of income, gambling frequency, and number of types of games played. However, the developers of the LRGG's did not include UK data in their analysis. This study analyzes data from Health Survey England to assess the applicability of the Canadian Low-Risk Gambling Guidelines to gamblers in England. Using HSE data from 2016 to 2018, we generated risk curves for the relationship between 2 dimensions of gambling behaviour-frequency of gambling sessions and number of types of games played-and gambling harm. We defined harm as a score of 1 or above on the Problem Gambling Severity Index. HSE does not include questions on gambling spending, therefore this was not assessed. The relationship observed between frequency and types of gambling and harm among HSE respondents was similar to the risk curves generated for the development of the Canadian LRGG's. Gamblers in England who gambled twice weekly or more, or who played 3 or more types of games, were significantly more likely to experience harm from gambling than those who gambled below these limits. The Canadian LRGG's may potentially be applied to gambling harm reduction efforts in England. More research is needed to determine the acceptability of these guidelines to people who gamble in England.

Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools.

Contemporary pose estimation methods enable precise measurements of behavior via supervised deep learning with hand-labeled video frames. Although effective in many cases, the supervised approach requires extensive labeling and often produces outputs that are unreliable for downstream analyses. Here, we introduce "Lightning Pose," an efficient pose estimation package with three algorithmic contributions. First, in addition to training on a few labeled video frames, we use many unlabeled videos and penalize the network whenever its predictions violate motion continuity, multiple-view geometry, and posture plausibility (semi-supervised learning). Second, we introduce a network architecture that resolves occlusions by predicting pose on any given frame using surrounding unlabeled frames. Third, we refine the pose predictions post-hoc by combining ensembling and Kalman smoothing. Together, these components render pose trajectories more accurate and scientifically usable. We release a cloud application that allows users to label data, train networks, and predict new videos directly from the browser.

Atypical Wenckebach without grouped beating due to dual AV nodal conduction.

A 31-year-old woman reported dizziness in the early postpartum period after receiving dexmedetomidine. The ECG was misinterpreted as complete heart block; however, more careful analysis revealed an atypical Wenckebach pattern with dual AV nodal conduction and termination of nonconducted P waves with junctional escape beats. The patient's rhythm returned to sinus after stopping dexmedetomidine. Atypical Wenckebach patterns account for greater than 50% of patients with Mobitz Type I AV block and can be misinterpreted as high-grade AV block. This case highlights the causes of atypical Wenckebach patterns and how careful analysis of intervals can help clinicians avoid misdiagnosis.

Prevalence of homelessness among hospitalized patients: A point-in-time survey.

Although homelessness is associated with increased acute healthcare utilization and poorer health outcomes, the prevalence of homelessness and housing insecurity in hospitalized patients is poorly characterized. We conducted an in-person survey to determine the prevalence of housing insecurity and homelessness among hospitalized patients at two hospitals in metropolitan Denver in conjunction with the Housing and Urban Development point-in-time count on January 24, 2022. Of the 271 surveyed patients, 79 (29.2%) reported experiencing either housing insecurity (17.3%) or homelessness (11.8%). Of those experiencing housing insecurity or homelessness, 69.6% reported chronic health conditions, 55.7% reported multiple hospitalizations in the preceding year, 38% reported mental health concerns and 39.2% reported substance use. The prevalence of homelessness among a hospitalized patient population was over 20-fold higher than community prevalence estimates. Housing insecurity also impacted a substantial proportion of hospitalized patients and was associated with high rates of co-morbid conditions.

Return to sports following discectomy: does a consensus exist?

INTRODUCTION: In the USA, lumbar discectomy is one of the most commonly performed spinal procedures. As certain sports are considered to be major risk factors for disc herniation, the question remains as to when highly active patients should return to their previous level of activity. This study aimed to analyze spine surgeons' opinions on when patients may return to activities following discectomy as well as their underlying rationale for their decision. METHODS: A questionnaire was designed by five different fellowship-trained spine surgeons for the 168 members of the Spine Society of Australia. Questions on the surgeons experience, decision making, preferred surgical technique, the postoperative rehabilitation and the response to patient expectations were included. RESULTS: In total, 83.9% of surgeons discuss the postoperative level of activity with their patients. Sport is considered as an important contributor for good functional outcome by 71.0% of surgeons. Surgeons recommend avoiding, often permanently, weightlifting (35.7%) of the time, rugby (21.4%), horseback riding (17.9%) as well as martial arts (14.3%) postoperatively even with previous training. The return to high levels of activity is considered as a major risk factor for disc herniation recurrence by 25.8% of surgeons. Return to high level of activity is typically recommended after 3 months by 48.4% of surgeons. CONCLUSION: So far no consensus on the rehabilitation protocol and return to level of activity exists. Recommendations depend on personal experience as well as the individuals' training, and typically, a period of avoidance of sport for up to 3 months is recommended. LEVEL OF EVIDENCE: Level III, therapeutic and prognostic study.