EQRbot: A chatbot delivering EQR argument-based explanations.

Recent years have witnessed the rise of several new argumentation-based support systems, especially in the healthcare industry. In the medical sector, it is imperative that the exchange of information occurs in a clear and accurate way, and this has to be reflected in any employed virtual systems. Argument Schemes and their critical questions represent well-suited formal tools for modeling such information and exchanges since they provide detailed templates for explanations to be delivered. This paper details the EQR argument scheme and deploys it to generate explanations for patients' treatment advice using a chatbot (EQRbot). The EQR scheme (devised as a pattern of Explanation-Question-Response interactions between agents) comprises multiple premises that can be interrogated to disclose additional data. The resulting explanations, obtained as instances of the employed argumentation reasoning engine and the EQR template, will then feed the conversational agent that will exhaustively convey the requested information and answers to follow-on users' queries as personalized Telegram messages. Comparisons with a previous baseline and existing argumentation-based chatbots illustrate the improvements yielded by EQRbot against similar conversational agents.

Individual Factors Influencing the Public's Perceptions About the Importance of COVID-19 Immunity Certificates in the United Kingdom: Cross-sectional Web-based Questionnaire Survey.

BACKGROUND: Understanding how perceptions around immunity certificates are influenced by individual characteristics is important to inform evidence-based policy making and implementation strategies for services around immunity and vaccine certification. OBJECTIVE: This study aimed to assess what were the main individual factors influencing people's perception of the importance of using COVID-19 immunity certificates, including health beliefs about COVID-19, vaccination views, sociodemographics, and lifestyle factors. METHODS: A cross-sectional web-based survey with a nationally representative sample in the United Kingdom was conducted on August 3, 2021. Responses were collected and analyzed from 534 participants, aged 18 years and older, who were residents of the United Kingdom. The primary outcome measure (dependent variable) was the participants' perceived importance of using immunity certificates, computed as an index of 6 items. The following individual drivers were used as the independent variables: (1) personal beliefs about COVID-19 (using constructs adapted from the Health Belief Model), (2) personal views on vaccination, (3) willingness to share immunity status with service providers, and (4) variables related to respondents' lifestyle and sociodemographic characteristics. RESULTS: The perceived importance of immunity certificates was higher among respondents who felt that contracting COVID-19 would have a severe negative impact on their health (ß=0.2564; P<.001) and felt safer if vaccinated (ß=0.1552; P<.001). The prospect of future economic recovery positively influenced the perceived importance of immunity certificates. Respondents who were employed or self-employed (ß=-0.2412; P=.001) or experienced an increase in income after the COVID-19 pandemic (ß=-0.1287; P=.002) perceived the use of immunity certificates as less important compared to those who were unemployed or had retired or those who had experienced a reduction in their income during the pandemic. CONCLUSIONS: The findings of our survey suggest that more vulnerable members in our society (those unemployed or retired and those who believe that COVID-19 would have a severe impact on their health) and people who experienced a reduction in income during the pandemic perceived the severity of not using immunity certificates in their daily life as higher.

Extracapsular dissection (ECD) and extended ECD: description of the technique and outcome of treatment.

Over the last two decades the senior author has exclusively applied the technique of extracapsular dissection (ECD) and extended ECD to treat discrete, apparently benign parotid tumours. This article describes both techniques and evaluates their application. Simple principles are described to anticipate unexpected malignant tumours and manage lumps safely by wide excision. A retrospective analysis of 97 consecutive patients with discrete, apparently benign parotid lumps is presented. The tumours were classified using the European Salivary Gland Society (ESGS) classification for benign tumours of the parotid gland. The ECD or extended ECD technique was employed irrespective of tumour site or size. A review of patients was carried out after a minimum of six months post surgery by two independent clinicians. The mean (range) hospital stay was one (0-4) night (median 1). Complications were both modest and transient. The temporary facial nerve injury rate was 5/97 (6%). Other complications included haematoma (n=2), sialocele (n=2), and first-bite syndrome (n=2). Independent review post surgery demonstrated a mean Sunnybrook facial grading system score of 98/100 and a mean Stony Brook scar assessment score of 4.5/5. In this series 5/97 (5%) of discreet mobile lumps concealed a low-grade salivary cancer. Experience with the application of ECD in conjunction with its extended form in 97 consecutive patients with discrete parotid lumps is described. The technique is amenable to all parotid lumps, is not restricted by site or size, and has shown minimal morbidity. The risk of recurrent disease could not be addressed.

The relationship of socio-demographic factors and patient attitudes to connected health technologies: A survey of stroke survivors.

More evidence is needed on technology implementation for remote monitoring and self-management across the various settings relevant to chronic conditions. This paper describes the findings of a survey designed to explore the relevance of socio-demographic factors to attitudes towards connected health technologies in a community of patients. Stroke survivors living in the UK were invited to answer questions about themselves and about their attitudes to a prototype remote monitoring and self-management app developed around their preferences. Eighty (80) responses were received and analysed, with limitations and results presented in full. Socio-demographic factors were not found to be associated with variations in participants' willingness to use the system and attitudes to data sharing. Individuals' levels of interest in relevant technology was suggested as a more important determinant of attitudes. These observations run against the grain of most relevant literature to date, and tend to underline the importance of prioritising patient-centred participatory research in efforts to advance connected health technologies.

Why 'one size fits all' is not enough when designing COVID-19 immunity certificates for domestic use: a UK-wide cross-sectional online survey.

OBJECTIVES: The present study explored public's willingness to use COVID-19 immunity certificates across six different domestic scenarios. DESIGN: Cross-sectional online survey. SETTING: UK representative survey conducted on 3 August 2021. PARTICIPANTS: 534 UK residents over 18 years old. INTERVENTIONS: Participants replied to the same set of questions. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome measure was willingness to use immunity certificates across three different domestic settings: (1) visiting the general practitioner (GP) for a non-urgent health issue; (2) dining in a restaurant and (3) attending a performance in a theatre. For each setting two options, one prioritising convenience (option A) and the other privacy (option B), were offered. Our secondary outcome measures were computed indices from items adapted from the Health Belief Model; attitudes towards sharing immunity status with service providers; prior to COVID-19 lifestyle. In addition, we recorded data about respondents' sociodemographic characteristics. RESULTS: Respondents were more willing to use immunity certificates that prioritised convenience (92%), rather than privacy (76%), when visiting their GP . However, privacy was more favourable in the other two settings (dining in a restaurant (84%) and going to a theatre (83%)) compared with convenience (38% and 39% respectively). Personal beliefs about COVID-19 and immunity certificates were associated with variations in willingness to use these across all scenarios. No variations were observed across sociodemographics and lifestyle. CONCLUSIONS: The findings of this survey suggest that there is not one-size-fits-all solution for designing immunity certificates. Immunity certificates are complex sociotechnical systems, any attempt to implement these for domestic use should be tailored to different settings and user needs. The design of certification services requires a more evidence-based approach and further research is needed to understand how different settings, design elements (like convenience or privacy) and personal beliefs about the pandemic should inform their design.

The presenting dental status of solid tumours with bone metastases requiring bone-targeting agents - part 3: prostate cancer.

Introduction Metastatic prostate cancer (MPC) patients due to receive bone-targeting agents (BTAs) are expected to undertake a dental assessment before commencing. The aim of this study was to determine the dental status of this tumour group and understand the challenges the dental practitioner faces in attempting to achieve 'dental fitness'.Materials and methods Data were retrospectively collected from a dedicated pre-BTA dental assessment clinic and analysed for MPC. Statistical analysis and observational data were used to compare patient and tumour demographics.Results A total of 111 patients were included in this cohort, with the majority of patients presenting with only bone metastases (BM) and no additional metastatic sites. On average, MPC patients presented with 19.3 teeth and were below the threshold for functional dentition. The 75-84-year-old age group had the worst horizontal bone loss score and subsequently lose six teeth over a decade (p = 0.001). In addition, all MPC tumour sub-categories showed favourable survival rates.Conclusion MPC patients have a high dental burden on presentation, likely associated with their age. Favourable survival prospects and the cumulation of BTAs and dental disease would suggest a heightened risk of medication-related osteonecrosis of the jaw in this group compared to many other tumour sites.

The presenting dental status of solid tumours with bone metastases requiring bone-targeting agents - part 1: an overview.

Introduction Dental pre-assessment before bone-targeting agents (BTA) in oncology patients is a well-recognised practice; yet, guidance on this has typically been unable to differentiate between the intricacies of varying oncology groups. This study assesses the presenting dental status of oncology patients with bone metastases (BM) due to commence BTA, to determine whether differences exist with varying tumour groups.Materials and methods Data were retrospectively collected from a dedicated pre-BTA dental assessment clinic. Statistical analysis and observational data were used to compare patient and tumour demographics as well as to their peers via the Adult Dental Health Survey.Results A total of 492 patients with a solid tumour diagnosis and BM requiring BTA were included in this retrospective study. Demographics such as sex, age, smoking status and tumour site were all significant for the number of teeth present (p = 0.000). Furthermore, survival data post-BTA identified prostate, breast and thyroid groups surviving over 12 months following dental assessment (p <0.000). In contrast, the remaining groups such as lung, colorectal and gastrointestinal had poorer outcomes (p <0.000).Conclusion Pre-BTA dental assessment should consider and incorporate additional patient and tumour demographics to allow for a tailored and personalised dental treatment plan. Application of this principle would look to optimise oral function while considering tumour prognosis to avoid over- or under-prescribing pre-BTA dental treatment.

The presenting dental status of solid tumours with bone metastases requiring bone-targeting agents - part 2: breast cancer.

Introduction Patients with bony metastatic breast cancer (MBC) due to receive bone-targeting agents (BTA) are expected to undertake a dental assessment before commencing. The aim of this study was to determine the dental status of this tumour group and understand the challenges the dental practitioner faces in attempting to achieve 'dental fitness'.Materials and methods Data were retrospectively collected from a dedicated pre-BTA dental assessment clinic and analysed for MBC. Statistical analysis and observational data were used to compare patient and tumour demographics.Results A total of 229 patients were included in this cohort. On average, this cohort loses one tooth per decade (p = 0.003). Classifying the tumour sub-types provided observational differences in dental status with patients with triple negative MBC having the best dentition at presentation. These observations were more clinically profound when overlaid with survival following post-BTA dental assessment as patients with triple negative MBC had the lowest median survival (eight months, p = 0.002). In contrast, patients with luminal A breast cancer had a very complex presenting dentition with a median survival of 20 months.Conclusion A clear difference exists in the outcomes of MBC patients and therefore a pre-BTA dental assessment should consider and integrate both patient and tumour demographics into dental treatment planning.

TNM 8 staging is a better prognosticator than TNM 7 for patients with locally advanced oral cavity squamous cell carcinoma treated with surgery and post-operative radiotherapy.

PURPOSE: To assess TNM 8 staging in discriminating overall survival (OS) amongst patients with locally advanced oral cavity squamous cell carcinoma (OCSCC) treated with surgery and post-operative radiotherapy (PORT), compared to TNM 7. MATERIAL AND METHODS: Data from OCSCC patients treated with surgery and PORT between January 2010 and December 2018 were reviewed. Demographics, tumour characteristics and treatment response data were collected, and patients staged according to both TNM 7 and TNM 8. OS and disease free survival (DFS) were estimated using the Kaplan Meier method. Univariate and multivariable analyses were conducted for factors affecting OS, DFS and early disease recurrence within 12 months. RESULTS: Overall 172 patients were analyzed. Median follow up was 32 months for all patients and 48 months for surviving patients. TNM 8 staging demonstrated significant stratification of OS and DFS amongst the entire cohort, whereas TNM 7 staging did not. On multivariable analysis, TNM 8 stage, performance status (PS) and a positive surgical margin were prognostic for OS. Looking at disease recurrence within 12 months, TNM 8 stage IVB, presence of lymphovascular invasion (LVSI), younger age and lesser smoking history were predictive factors on multivariable analysis. CONCLUSION: TNM 8 is a good development of its predecessor in terms of predicting survival for patients with locally advanced OCSCC. We have also identified younger age (<60 years) and a smoking history of <10 pack years as risk factors for early disease recurrence, potentially representing a separate biological cohort within OCSCC patients.

Dentoalveolar radiation dose following IMRT in oropharyngeal cancer-An observational study.

OBJECTIVES: This observational study aims to determine individual dental doses in oropharyngeal cancer (OPC) patients managed by intensity modulated radiation treatment (IMRT). MATERIALS AND METHODS: OPC patients treated with IMRT had each tooth individually contoured on post-IMRT CT scans. The mean, maximum and minimum doses were calculated per tooth-based upon patient and tumor demographics (tumor size and nodal status). RESULTS: A total of 160 patients were included in this study. Escalating tumor size and nodal status led to an observed increase in Dmean doses to the dentition on the contralateral tumor side. A significant region in both jaws received >30 Gy in this tumor group. CONCLUSION: Tumor demographics were observed to influence RT doses to the dentition and need to be considered when providing a pre-RT dental assessment. The observed dose of >30 Gy in large spans of the dentition and jaws highlights future risk of dental deterioration and ORN with long term survival.

The use of pentoxifylline, tocopherol and clodronate in the management of osteoradionecrosis of the jaws.

AIMS: Medical management of osteoradionecrosis (ORN) via pentoxifylline, tocopherol (PENTO) and clodronate (PENTOCLO) has shown both promise and early positive outcomes. We aimed to determine clinical outcomes for patients with established ORN managed solely via PENTO or PENTOCLO. METHODS: The study retrospectively reviewed and collected data from the medical records of 169 patients diagnosed with ORN and treated via medical management. Patients that received any additional interventions such as surgery or hyperbaric oxygen were not included. RESULTS: Medical management led to healed ORN in 54.4% (n = 92/169) of patients after an average of 12.9 months. Outcome comparison between PENTO and PENTOCLO identified the former regime to be significantly superior (p = 0.0001). There is an inverse relationship with increasing ORN severity and healing with medical management (p < 0.0001) with oropharyngeal cancer (p = 0.0347) patients responding favourably via this approach. Infection had a critical role in the final outcome with those healing requiring 1.3 antibiotic prescriptions, while those that had disease progression requiring 4.3 prescriptions. CONCLUSION: Medical management is a viable treatment option for ORN. It appears to be most effective in Notani I and non-infected ORN. When healing was not achieved the regime was able to stabilise the condition.

Perineural and lymphovascular invasion in squamous cell carcinoma of the tongue.

BACKGROUND: Perineural invasion (PNI) and lymphovascular invasion (LVI) may be adverse prognostic indicators in squamous cell carcinoma (SCC) of the tongue. METHODS: The percentages of histological PNI and LVI were determined in 335 patients with tongue SCC. Sixty tumours originally reported as negative for these features were tested to determine how many more were positive with "immunohistochemical enhancement." RESULTS: PNI was found in 141 (42.1%) and LVI in 51 (15.2%) patients. 79.4% of the 141 patients who had PNI and 72.6% of the 51 with LVI had a T3 or T4 tumour. Lymph node metastasis was identified in 145 (51.2%) of the 280 patients who had undergone neck dissection; 58.2% of the 141 patients with PNI and 80.4% of the 51 patients with LVI had lymph node metastasis. There was a highly statistically significant correlation between PNI with increasing pT (P < .00001) and pN (P < .0001) stage, and a statistically significant correlation between LVI and pT stage (P < .001), the association of LVI with pN status could not be reliably tested statistically. Immunohistochemistry for S100 identified five further cases of PNI, but review of the original H&E showed the feature was present in four and had been missed at original reporting. CD31 identified three further possible cases of LVI and D2-40 none. The endothelium of some vascular channels was positive for both CD31 and D2-40 and cross-reactivity with other cells compromised interpretation. CONCLUSIONS: Histological identification of PNI and LVI per se remains of uncertain prognostic significance. "Immunohistochemical enhancement" offered little benefit.

Pre-radiotherapy dental status of oropharyngeal cancer patients based on HPV status in a novel radiation era.

Objectives Among common head and neck cancers (HNCs), oropharyngeal cancer (OPC) patients have been identified as having a better dentition than many other tumour subsites. OPC consists of human papillomavirus (HPV)-positive and negative groups with different prognosis. The purpose of this study is to explore the presenting dental status of OPC patients based on HPV status at the pre-radiotherapy phase.Materials and methods The study reviewed the dental panoramic radiographs of OPC patients seen at a dedicated pre-radiotherapy dental assessment clinic from 2011-2017. Only patients planned for intensity-modulated radiotherapy treatment were included within this study. Relevant dental and oncological data were collected.Results A total of 316 patients with known HPV status (215 positive; 101 negative) were included for analysis. HPV-positive patients had significantly more teeth on attendance than HPV-negative patients (22.3 vs 19.0, p = 0.0000) and horizontal bone loss was less severe compared to HPV-negative patients (p = 0.0000). HPV-positive males and patients in the 55-64 decade presented with the best and most complex dentition.Conclusion The rise of OPC with the prospect of long survival, particularly in HPV-positive patients, requires a dentition with adequate function and subsequent maintenance. The current study demonstrated that these patients have a complex dentition presenting new challenges to the dentist. This may explain in part the elevated osteoradionecrosis rate seen in this tumour group.

Presenting pre-radiotherapy dental status of head and neck cancer patients in the novel radiation era.

Objectives Dental assessment remains a key intervention for head and neck cancer (HNC) patients pre-radiotherapy (RT). The purpose of this study was to identify the variation in dental status of patients pre-treatment, with respect to population and oncological demographics.Materials and methods The study reviewed dental panoramic radiographs of HNC patients seen on a dedicated pre-RT dental clinic from 2011-2017. Only patients who had undergone intensity-modulated radiotherapy treatment were included within this study. Relevant dental and oncological data were collected.Results A total of 886 patients were included in this study, with oropharyngeal cancer constituting 36% of the cohort. The average number of teeth in HNC patients was <21 at the pre-RT phase, which is below the recognised threshold for a functional dentition. Smoking status has a significant impact on overall DMFT (decay/missing/filled teeth), severity of horizontal bone loss and the number of third molars present (p <0.001). In the latter, males had a higher mean number of third molars compared to females (p <0.005). Comparing dental status of patients based on their tumour sub-site identified significant (p <0.0005) variation in all aforementioned categories.Conclusion There are distinct differences in the dental health of HNC patients due to commence RT, compared to the general population. It varies by cancer sub-site and this should be taken into consideration at dental assessment to tailor a dental care plan to the needs of the individual. Consideration should be given to balancing masticatory function against the risks of osteoradionecrosis on the background of increasingly extended survivorship.

A Collaborative Decision Support Tool for Managing Chronic Conditions.

This paper describes work to assess the feasibility of using a decision support tool to help patients with chronic conditions, specifically stroke, manage their condition in collaboration with their carers and the health care professionals who are looking after them. The system contains several novel elements: the integration of data from commercial wellness sensors, electronic health records and clinical guidelines; the use of computational argumentation to track the source of data and to resolve conflicts and make recommendations; and argumentation-based dialogue to support interaction with patients. The proposed approach is implemented as an application that can run on smart devices (e.g. tablets). The users have personalised dashboards where they can visualise their health data and interact with a conversational chatbot that provides further explanations about their overall well-being.

Surgical consensus guidelines on sentinel node biopsy (SNB) in patients with oral cancer.

BACKGROUND: The eighth international symposium for sentinel node biopsy (SNB) in head and neck cancer was held in 2018. This consensus conference aimed to deliver current multidisciplinary guidelines. This document focuses on the surgical aspects of SNB for oral cancer. METHOD: Invited expert faculty selected topics requiring guidelines. Topics were reviewed and evidence evaluated where available. Data were presented at the consensus meeting, with live debate from panels comprising expert, nonexpert, and patient representatives followed by voting to assess the level of support for proposed recommendations. Evidence review, debate, and voting results were all considered in constructing these guidelines. RESULTS/CONCLUSION: A range of topics were considered, from patient selection to surgical technique and follow-up schedule. Consensus was not achieved in all areas, highlighting potential issues that would benefit from prospective studies. Nevertheless these guidelines represent an up-to-date pragmatic recommendation based on current evidence and expert opinion.

Developing a risk stratification tool for audit of outcome after surgery for head and neck squamous cell carcinoma.

BACKGROUND: Patients treated surgically for head and neck squamous cell carcinoma (HNSCC) represent a heterogeneous group. Adjusting for patient case mix and complexity of surgery is essential if reporting outcomes represent surgical performance and quality of care. METHODS: A case note audit totaling 1075 patients receiving 1218 operations done for HNSCC in 4 cancer networks was completed. Logistic regression, decision tree analysis, an artificial neural network, and Naïve Bayes Classifier were used to adjust for patient case-mix using pertinent preoperative variables. RESULTS: Thirty-day complication rates varied widely (34%-51%; P < .015) between units. The predictive models allowed risk stratification. The artificial neural network demonstrated the best predictive performance (area under the curve [AUC] 0.85). CONCLUSION: Early postoperative complications are a measurable outcome that can be used to benchmark surgical performance and quality of care. Surgical outcome reporting in national clinical audits should be taking account of the patient case mix.

Sentinel Node in Oral Cancer: The Nuclear Medicine Aspects. A Survey from the Sentinel European Node Trial.

PURPOSE: Nuclear imaging plays a crucial role in lymphatic mapping of oral cancer. This evaluation represents a subanalysis of the original multicenter SENT trial data set, involving 434 patients with T1-T2, N0, and M0 oral squamous cell carcinoma. The impact of acquisition techniques, tracer injection timing relative to surgery, and causes of false-negative rate were assessed. METHODS: Three to 24 hours before surgery, all patients received a dose of Tc-nanocolloid (10-175 MBq), followed by lymphoscintigraphy. According to institutional protocols, all patients underwent preoperative dynamic/static scan and/or SPECT/CT. RESULTS: Lymphoscintigraphy identified 723 lymphatic basins. 1398 sentinel lymph nodes (SNs) were biopsied (3.2 SN per patient; range, 1-10). Dynamic scan allowed the differentiation of sentinel nodes from second tier lymph nodes. SPECT/CT allowed more accurate anatomical localization and estimated SN depth more efficiently. After pathological examination, 9.9% of the SN excised (138 of 1398 SNs) showed metastases. The first neck level (NL) containing SN+ was NL I in 28.6%, NL IIa in 44.8%, NL IIb in 2.8%, NL III in 17.1%, and NL IV in 6.7% of positive patients. Approximately 96% of positive SNs were localized in the first and second lymphatic basin visualized using lymphoscintigraphy. After neck dissection, the SN+ was the only lymph node containing metastasis in approximately 80% of patients. CONCLUSIONS: Best results were observed using a dynamic scan in combination with SPECT/CT. A shorter interval between tracer injection, imaging, and surgery resulted in a lower false-negative rate. At least 2 NLs have to be harvested, as this may increase the detection of lymphatic metastases.