Clinician Reports Research Articles

Development and evaluation of a computerized algorithm for the interpretation of pulmonary function tests.

Pulmonary function tests (PFTs) are usually interpreted by clinicians using rule-based strategies and pattern recognition. The interpretation, however, has variabilities due to patient and interpreter errors. Most PFTs have recognizable patterns that can be categorized into specific physiological defects. In this study, we developed a computerized algorithm using the python package (pdfplumber) and validated against clinicians' interpretation. We downloaded PFT reports in the electronic medical record system that were in PDF format. We digitized the flow volume loop (FVL) and extracted numeric values from the reports. The algorithm used FEV1/FVC<0.7 for obstruction, TLC<80%pred for restriction and <80% or >120%pred for abnormal DLCO. The algorithm also used a small airway disease index (SADI) to quantify late expiratory flattening of the FVL to assess small airway dysfunction. We devised keywords for the python Natural Language Processing (NLP) package (spaCy) to identify obstruction, restriction, abnormal DLCO and small airway dysfunction in the reports. The algorithm was compared to clinicians' interpretation in 6,889 PFTs done between March 1st, 2018, and September 30th, 2020. The agreement rates (Cohen's kappa) for obstruction, restriction and abnormal DLCO were 94.4% (0.868), 99.0% (0.979) and 87.9% (0.750) respectively. In 4,711 PFTs with FEV1/FVC≥0.7, the algorithm identified 190 tests with SADI < lower limit of normal (LLN), suggesting small airway dysfunction. Of these, the clinicians (67.9%) also flagged 129 tests. When SADI was ≥ LLN, no clinician's reports indicated small airway dysfunction. Our results showed the computerized algorithm agreed with clinicians' interpretation in approximately 90% of the tests and provided a sensitive objective measure for assessing small airway dysfunction. The algorithm can improve efficiency and consistency and decrease human errors in PFT interpretation. The computerized algorithm works directly on PFT reports in PDF format and can be adapted to incorporate a different interpretation strategy and platform.

Posterior composite resin restorations combined with stamping technique for increasing vertical dimension: a case report

This clinician's report addressed the crucial consideration of occlusion functionality in aesthetic and oral rehabilitation treatments, highlighting the need to restore the lost vertical dimension. The objective of the study was to evaluate the relevance of recovering the occlusal vertical dimension in aesthetic and rehabilitative treatments, and to determine the viability of composite resin restorations combined with the stamping technique as a restorative option. A comprehensive approach supported by accurate diagnosis and the application of a functional and aesthetic wax-up was proposed. The study focused on the use of posterior composite resin restorations with the stamping technique as a viable restorative alternative. The development and reliability of composite resins and their adhesive systems were highlighted, highlighting their key characteristics. The results obtained demonstrated notable longevity in the restorations, supporting a conservative approach that replicates anatomical details with precision using transparent silicone matrices. Additionally, the benefits of this technique in terms of time and cost efficiency were explored. In summary, this clinical case highlights the importance of implementing an appropriate treatment plan supported by solid clinical evidence. The use of posterior composite resin restorations with the stamping technique to raise the vertical dimension is revealed not only as an effective alternative in aesthetic terms, but also as a long-term sustainable option

Stepped-care versus therapist-guided, internet-based cognitive behaviour therapy for childhood and adolescent anxiety: A non-inferiority trial

ObjectiveThis preregistered randomized trial examined whether a stepped-care approach to internet-delivered cognitive behaviour therapy (ICBT-SC) is non-inferior to therapist-guided ICBT (ICBT-TG) for child and adolescent anxiety. MethodParticipants were 137 Australians, aged 8–17 years (56 male), with a primary anxiety disorder. This randomized, non-inferiority trial compared ICBT-SC to an evidence-based, ICBT-TG program with assessments conducted at baseline, 12 weeks and 9-months after treatment commencement. All ICBT-SC participants completed the first 5 online sessions without therapist guidance. If they responded to treatment in the first 5 sessions (defined as reductions of anxiety symptoms into non-clinical range), they continued without therapist guidance for the final 5 sessions. If they did not respond to treatment in the first 5 sessions, the final five sessions were supplemented with therapist-guidance (through email). All ICBT-TG participants received therapist guidance (email) after each session, for all 10 sessions. Measures included clinical diagnostic interview (severity rating as primary outcome), as well as parent and child reported anxiety and anxiety-related interference (secondary outcomes). ResultsICBT-SC was found to be non-inferior to ICBT-TG on primary and secondary outcomes, according to clinician, parent and young person report at 12-weeks and 9-months. Treatment satisfaction was moderate to high for both conditions. Significant clinical benefits were evident for participants in both treatments. Of participants who remained in the study, 77 % (50.7 % ITT) of ICBT-SC and 77 % (57.1 % ITT) of ICBT-TG were free of their primary anxiety diagnosis by 9-month follow-up, with no differences between conditions. ConclusionA stepped-care ICBT approach for clinically anxious children and adolescents may offer an acceptable treatment model that can increase access to evidence-based treatment.

Digital-Reported Outcome from Medical Notes of Schizophrenia and Bipolar Patients Using Hierarchical BERT

Patient-reported (PRO) and clinician-reported (CRO) outcomes are assessment instruments that are completed by patients and trained healthcare professionals, respectively. A PRO is a report of the direct experience of the patient with a given disease condition. A CRO is an assessment of the condition of the patient by the healthcare provider. PROs may not be accessible to all patients, especially those suffering from severe disease conditions. CROs are time-consuming and therefore administered infrequently. In the present study, we introduce a new form of assessment, the digital-reported outcome (DRO), which is automatically derived from the medical notes of the patient. DROs have a low overhead and can be generated at each patient’s visit to complement other outcome-assessment instruments and enhance clinical decision support by identifying at-risk patients. In this study, a DRO is developed to evaluate the functional impairment in the daily activities of two cohorts of patients suffering from bipolar disorder and schizophrenia. The input of the DRO is a single medical note from the electronic medical record of the patient. This note is submitted to a hierarchical bidirectional encoder representations from transformers (BERT) model. First, a sentence-level embedding is produced for each sentence in the note using a token-level attention mechanism. Second, an embedding for the entire note is constructed using a sentence-level attention mechanism. Third, the final embedding is classified using a feed-forward neural network. The model is trained to classify patients into moderate or severe functioning impairment levels according to the general assessment of functioning (GAF) scale, a CRO instrument for the assessment of the impact of mental illness on the daily activities of the patient. The DRO is validated using medical notes that were labeled by multiple healthcare providers from different healthcare institutions. The results indicate that a general DRO is able to classify patients from the two cohorts according to the two functioning impairment levels (severe versus moderate) prior to the onset of disease with an AUC of 76%. Disease-specific DROs are only applicable after the onset of the disease and produced AUCs of nearly 85%. The methodology introduced in the present paper is practical and can support the automated monitoring of the severity of the functioning impairment of bipolar and schizophrenia patients. Extending the proposed DRO to other psychiatric conditions and types of impairments is the subject of ongoing research work.

Supplemental Material for Agreement and Discrepancies in Patient–Clinician Reports of DSM-5-TR Section III Maladaptive Personality Traits: A Study on a Mixed Outpatient Sample

Supplemental Material for Agreement and Discrepancies in Patient–Clinician Reports of DSM-5-TR Section III Maladaptive Personality Traits: A Study on a Mixed Outpatient Sample

Characteristics of Sluggish Cognitive Tempo among adults with ADHD: objective neurocognitive measures align with self-report of executive function

IntroductionSluggish Cognitive Tempo (SCT) is a syndrome characterized by cognitive hypo-arousal that often appears as daytime sleepiness or drowsiness, mental fogginess, being easily confused, having difficulty with holding and manipulating information in working memory, and being forgetful. Although it frequently co-travels with attention-deficit/hyperactivity disorder (ADHD) or other conditions and confers significantly greater impairment, there are few studies examining SCT among adults with ADHD. Understanding what features SCT confers in association with ADHD, distinct from other conditions associating with ADHD, is critically important to confirm if SCT is a distinct syndrome that requires special assessment methods and special, distinct treatment efforts to reduce its impact. This study describes the clinical and neuropsychological features of SCT in a sample of adults with well-defined ADHD, and examines the relationship of SCT with other measures of ADHD, neurocognition, executive function (EF), and impairment.MethodsA sample of n = 106 adults with ADHD, ages 18-57 years, was assessed for SCT using the Barkley SCT scale. Adults with (SCT+) and without (SCT-) SCT received a comprehensive clinical assessment battery, and neuropsychological testing. Clinical and neuropsychological variables were examined for their associations with SCT. The variables were treated with Principal Axis Factoring with Promax with Kaiser Normalization to elucidate latent constructs and determine performance profiles associated with SCT among people with ADHD.ResultsEF Deficits and emotional dyscontrol (ED) symptoms significantly differentiated adults with ADHD and SCT whether measured via self or clinician report. Additionally, significantly greater impairment via both clinician and participant report was seen in the SCT + versus SCT - cohorts. SCT was also associated with a significantly distinct profile on the neuropsychological battery, characterized by a pattern of slower latencies and cognitive strategy choices across CANTAB and WAIS subtests, that reveals difficulty with increased cognitive load, which primarily accounted for the higher level of impairment in the SCT group.DiscussionThe convergence of clinical ratings and neurocognitive measures of EF deficits is consistent with the conclusion that SCT represents a distinct subgroup of adults with ADHD.

A Focus on Contraception in the Wake of Dobbs.

A Focus on Contraception in the Wake of Dobbs.

Self-harm in university students: A comparative analysis of data from the Multicentre Study of Self-harm in England

BackgroundIncreases in poor mental health and suicide have been identified among university students in the UK. However, little is known about self-harm in this group. AimsTo describe and identify care needs of university aged-students who self-harm via comparisons with an age-equivalent non-student group who self-harm. MethodsObservational cohort data from The Multicentre Study of Self-harm in England were used to investigate students aged 18 to 24 years who presented to emergency departments for self-harm, 2003 to 2016. Data were collected via clinician reports and medical records from five hospitals in three English regions. Characteristics, rates, repetition, and mortality outcomes were investigated. ResultsThe student sample included 3491 individuals (983, 28.2 % men; 2507, 71.8 % women; 1 unknown) compared to 7807 (3342, 42.8 % men; 4465, 57.2 % women) non-students. Self-harm increased over time in students (IRR 1.08, 95%CI 1.06–1.10, p < 0.01) but not in non-students (IRR 1.01, 95%CI 1.00–1.02, p = 0.15). There were differences in monthly distribution of self-harm with more presentations by students in October, November, and February. Characteristics were broadly similar, but students reported more problems with studying and mental health. Repetition (HR 0.78, 95%CI 0.71–0.86, p < 0.01) and mortality (HR 0.51, 95%CI 0.33–0.80, p < 0.01) were lower in students than non-students. ConclusionsSelf-harm in students may be directly related the student experience, such as academic pressure, relocation, and the transition to independent living. Wellbeing initiatives targeting these factors, alongside mental health awareness training for academic and non-academic staff may help to support students at risk.

Patient-Reported Outcomes in Pediatric Patients With Cancer.

Patient-reported outcomes (PROs) are reported directly by the patients about their own health. The objective of this article was to provide an overview of PROs in pediatric cancer, to describe how PROs can be incorporated into pediatric cancer clinical trials, and to discuss how PROs can guide symptom management treatment choices in pediatric oncology. Pediatric patient self-report provides a distinct voice in describing their experience compared with family caregiver or clinician report. Thus, every effort should be made to allow children to self-report symptoms, functioning, and other quality-of-life impacts and to use that data to inform treatment decision making. In addition to its incorporation into routine clinical care, it is also important to incorporate PROs into clinical trials to understand the patient experience of treatment toxicities and their impact on quality of life. Key considerations include clearly articulated PRO aims, selection of outcomes, choice of PRO measures, and frequency of PRO assessments. Once PROs are integrated into routine clinical care, it will be important to enable evidence-based symptom management. Strategies should be based on clinical practice guidelines (CPGs). Development and adaptation of care pathways on the basis of CPGs is one approach to standardize evidence-based symptom management at individual institutions. PROs are important to pediatric patients with cancer and their families. Self-report should be emphasized wherever possible. Approaches to enable PRO reporting into routine clinical care and enable preventative and therapeutic actions for symptom management are important. These efforts will optimize quality of life for pediatric patients with cancer.

An evaluation of the effect of lithium on taxane-induced neuropathy.

No medications are known to protect against chemotherapy-induced peripheral neuropathy (CIPN). Pre-clinical models suggest that lithium may lessen taxane-induced neuropathy. Our aim was to use clinical data to assess whether concurrent lithium usage decreased the frequency or severity of CIPN in patients receiving taxane chemotherapy. A retrospective analysis was performed using the electronic health record at Mayo Clinic to identify all patients prescribed concurrent lithium and paclitaxel. Four controls were matched to each case based on clinical variables. Neuropathy severity was graded from available patient and clinician reports. Rates of any neuropathy, dose reduction for CIPN, and treatment discontinuation for CIPN were compared. Conditional regression analysis was performed with propensity score matching. Six patients, receiving concurrent lithium and paclitaxel, were included in the analysis, and compared to 24 control cases. A similar number of paclitaxel cycles were administered to both groups. Any neuropathy was experienced by 33% (2/6) of patients receiving lithium and 38% (9/24) patients who did not receive lithium (p = 1.000). There was no difference in neuropathy severity (p = 0.8565), rate of chemotherapy dose reduction (17% vs. 17%, p = 1.000), or treatment discontinuation (17% vs 4%, p = 0.3655) for CIPN. In the propensity score analysis, the odds ratio for developing any neuropathy was 0.63 (95% confidence interval, 0.06 to 6.96, p = 0.7079). Lithium does not appear to significantly lessen the risk of neuropathy for patients receiving paclitaxel. Targeted approaches for preventing CIPN are desperately needed. Despite sound scientific rationale, the current study did not identify neuroprotective properties of lithium.

Classification of Patient Recovery from COVID-19 Symptoms using Consumer Wearables and Machine Learning.

Current remote monitoring of COVID-19 patients relies on manual symptom reporting, which is highly dependent on patient compliance. In this research, we present a machine learning (ML)-based remote monitoring method to estimate patient recovery from COVID-19 symptoms using automatically collected wearable device data, instead of relying on manually collected symptom data. We deploy our remote monitoring system, namely eCOVID, in two COVID-19 telemedicine clinics. Our system utilizes a Garmin wearable and symptom tracker mobile app for data collection. The data consists of vitals, lifestyle, and symptom information which is fused into an online report for clinicians to review. Symptom data collected via our mobile app is used to label the recovery status of each patient daily. We propose a ML-based binary patient recovery classifier which uses wearable data to estimate whether a patient has recovered from COVID-19 symptoms. We evaluate our method using leave-one-subject-out (LOSO) cross-validation, and find that Random Forest (RF) is the top performing model. Our method achieves an F1-score of 0.88 when applying our RF-based model personalization technique using weighted bootstrap aggregation. Our results demonstrate that ML-assisted remote monitoring using automatically collected wearable data can supplement or be used in place of manual daily symptom tracking which relies on patient compliance.

A retrospective analysis of the incidence of severe adverse events among recipients of chiropractic spinal manipulative therapy

This study examined the incidence and severity of adverse events (AEs) of patients receiving chiropractic spinal manipulative therapy (SMT), with the hypothesis that < 1 per 100,000 SMT sessions results in a grade ≥ 3 (severe) AE. A secondary objective was to examine independent predictors of grade ≥ 3 AEs. We identified patients with SMT-related AEs from January 2017 through August 2022 across 30 chiropractic clinics in Hong Kong. AE data were extracted from a complaint log, including solicited patient surveys, complaints, and clinician reports, and corroborated by medical records. AEs were independently graded 1–5 based on severity (1-mild, 2-moderate, 3-severe, 4-life-threatening, 5-death). Among 960,140 SMT sessions for 54,846 patients, 39 AEs were identified, two were grade 3, both of which were rib fractures occurring in women age > 60 with osteoporosis, while none were grade ≥ 4, yielding an incidence of grade ≥ 3 AEs of 0.21 per 100,000 SMT sessions (95% CI 0.00, 0.56 per 100,000). There were no AEs related to stroke or cauda equina syndrome. The sample size was insufficient to identify predictors of grade ≥ 3 AEs using multiple logistic regression. In this study, severe SMT-related AEs were reassuringly very rare.

Race and Ethnicity and Sex Variation in COVID-19 Mortality Risks Among Adults Experiencing Homelessness in Los Angeles County, California

Few studies have used precise age-specific data to construct age-standardized estimates of the relative risks (RRs) of COVID-19 mortality for people experiencing homelessness (PEH) vs the general population, and none to date has addressed race and ethnicity and sex variations in COVID-19 mortality among PEH with COVID-19 infection. To measure age-standardized mortality rate ratios for PEH vs the general population overall and by sex and race and ethnicity. In this cross-sectional study, crude and age-specific COVID-19 mortality rates per 100 000 people were calculated using 5-year age groups and standardized mortality ratios for PEH and the general population aged 25 years and older, assessing differences by race and ethnicity and sex, from January 1, 2020, to November 1, 2021. Mortality and population estimates came from COVID-19 mandatory case reporting conducted by the Los Angeles County Department of Public Health, the annual point-in-time homeless count, and the US Census. The main outcome was COVID-19 deaths sourced from clinician reports, death certificates, medical examiner reports, and vital records deaths. PEH status was determined using the US Department of Housing and Urban Development definitions for homelessness at the time of COVID-19 diagnosis or symptom onset. The study population included 25 441 deaths among an estimated 6 382 402 general population individuals and 256 deaths among an estimated 52 015 PEH. The race and ethnicity of the PEH sample was as follows: 15 539 Black (29.9%), 18 057 Hispanic (34.7%), 14 871 female (28.6%), 37 007 male (71.3%), and 3380 aged 65 years or older (6.5%), compared with the estimated general population of 6 382 402, which was 591 003 Black (9.3%), 2 854 842 Hispanic (44.7%), 3 329 765 female (52.2%), 3 052 637 male (47.8%), and 1 190 979 aged 65 years or older (18.7%). Crude death rates were 0.49% for PEH and 0.40% for the general population, but PEH experienced age-specific COVID-19 mortality risk 2.35 (95% CI, 2.08-2.66) times higher than the general population. There was significant risk associated with PEH status compared with their counterparts in the general population for Black PEH (RR, 1.69; 95% CI, 1.31-2.18), Hispanic PEH (RR, 2.34; 95% CI, 1.96-2.79), White PEH (RR, 8.33; 95% CI, 6.37-10.88), female PEH (RR, 3.39; 95% CI, 2.56-4.48), and male PEH (RR, 1.74; 95% CI, 1.52-2.00). This cross-sectional study of COVID-19 mortality among PEH with COVID-19 infection provides evidence suggesting excess risk of age-adjusted COVID-19 mortality among PEH compared with the general population. This study furthers understanding of the intersectional association between homelessness and race and ethnicity, as higher levels of mortality but narrower racial disparities among PEH than in the general population were observed.

Clinician and Patient Reporting of Symptomatic Adverse Events in Cancer Clinical Trials: Using CTCAE and PRO-CTCAE® to Provide Two Distinct and Complementary Perspectives.

Inclusion of the patient perspective in the reporting of symptomatic adverse events provides different and complementary information to clinician reporting using the Common Terminology Criteria for Adverse Events (CTCAE). The National Cancer Institute's Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE®) is designed for patients to self-report their symptomatic adverse events in a manner that complements CTCAE reporting. Using CTCAE and PRO-CTCAE together offers the potential to refine our understanding of the prevalence and trajectory of lower grade AEs that can lead to elective discontinuation of therapy and diminished quality of life. This review addresses the development of PRO-CTCAE with an emphasis on the differences between PRO-CTCAE scores and CTCAE severity grades. This distinction is important when evaluating, grading and reporting toxicity and tolerability in cancer clinical trials.

The association of gabapentin initiation and neurocognitive changes in older adults with normal cognition.

Background: Gabapentin is increasingly prescribed to older adults, which raises concerns about its potential to cause neurocognitive changes. Therefore, we aimed to examine the association of gabapentin use with neurocognitive changes (i.e., cognitive decline, functional status decline, and motor function change) in older adults. Methods: We conducted a retrospective cohort study using the National Alzheimer's Coordinating Center Uniform Data Set (UDS; September 2005-March 2021 data freeze). From the eligible sample (≥age 65 years), we identified cognitively normal new-users of gabapentin and the visit they initiated gabapentin (i.e., index visit). Initiators were matched to randomly selected nonusers on year of UDS enrollment and visit number from enrollment to index. Cognitive decline was defined as any increase in the Clinical Dementia Rating global score (CDRGLOB) and as a 1-point increase in CDR sum of boxes (CDR-SB). Functional status decline was defined as a 3-point increase in the sum of the Functional Activities Questionnaire (FAQ) and as 0.3-point increase in mean FAQ. Decline in motor function was defined as new clinician reports of gait disorder, falls, and slowness. To mitigate confounding and selection bias, we used joint stabilized inverse probability of treatment weights and stabilized inverse probability of censoring weights. All analyses were conducted comparing index to index+1 and index+2 visits. Results: From the eligible UDS participants (N = 23,059), we included 480 initiators (mean age [SD]: 78.7 [6.9]; male 34.4%); 4,320 nonusers (78.3 [7.0]; 34.4%). Gabapentin initiation was significantly associated with cognitive/functional status decline: worsening CDRGLOB at index+1 visit (odds ratio [95% confidence interval]: 1.55 [1.07, 2.25]); CDR-SB at index+1 visit (1.94 [1.22, 3.09]); and mean of FAQ at index+2 visit (1.78 [1.12, 2.83]). After excluding initiators with extant motor dysfunction (n = 21), we identified 459 initiators (78.7 [6.9]; 34.0%) and 4,131 nonusers (78.2 [6.9]; 34.7%); in this sample, gabapentin initiation was associated with increased falls at the index+2 visit (2.51 [1.19, 5.31]). Conclusion: Gabapentin initiation was significantly associated with deleterious neurocognitive changes among older adults with initially normal cognition. Further studies are needed to examine the risk/benefit of prescribing gabapentin in older adults.

NCOG-40. UTILITY OF THE SEIZURE CONTROL COMPOSITE INDEX (RANO-SCCI) IN EVALUATING SEIZURES IN CNS TUMOR PATIENTS

Abstract BACKGROUND Seizures are a common symptom in patients with CNS tumors. The RANO-Seizure Control Composite Index (RANO-SCCI) was developed to monitor seizures over time by patients and clinicians. We describe the use of the RANO-SCCI as part of the NCI NOB-Natural History Study. METHODS Patients completed a RANO-SCCI prior to their clinic appointment with results shared with clinicians who then completed a RANO-SCCI as part of the same appointment. Seizure reports were tallied by respondent type and further by tumor type and grade. Concordance between patient and clinician report was also investigated. RESULTS One hundred fifty-seven patients underwent 250 clinical evaluations. Participants were primarily white (82%) males (57%) with median age 47 years (range: 19 – 78). Most had high grade (60%) primary brain (86%) tumors, were in surveillance (76%), with no prior recurrence (57%) and KPS ≥ 90 (76%). Half of patients and 62% of clinicians reported the patient ever having a seizure. The 12% discordance were all where the patient did not report a seizure, but clinicians did. There was good agreement on seizure reporting since last visit (74% patients, 78% clinicians), and anti-seizure medication use (51% patients, 57% clinicians). Seizures were reported more frequently in patients with high-grade tumors (WHO Grade 3 or 4) (60% patients, 76% clinicians) versus low-grade (WHO Grade 1 or 2) (51% patients, 59% clinicians), and among patients with oligodendrogliomas (71% patients, 85% clinicians) versus non-oligodendroglioma tumors (54% patients, 68% clinicians). CONCLUSIONS The RANO-SCCI was used for self-report and clinician report of seizure activity. A higher frequency was reported among oligodendroglioma and high-grade tumors. Disparities between patient and clinician responses may reveal a limitation in the patient’s ability to recognize and assess their seizure symptoms. Further work will investigate reporting congruence and associations with clinical and demographic characteristics.

Making Complex Cancer Reports Easier Using Self-Built Interactive Templates

Abstract Surgical pathology reports are becoming increasingly complex, especially with neoplastic cases. Pathologists need to verify all elements are addressed in the CAP synoptics, order proper reflex molecular testing or immunohistochemistry depending on care standards and institutional guidelines, and address key points in the report for clinicians. For example, breast cancer cases at our institution need repeat biomarkers for all cases status post neoadjuvant therapy, oncotype reflex testing for pT2N0, estrogen receptor positive tumors, and tumor bed size with residual tumor burden calculations for all breast cancer only after neoadjuvant chemotherapy. For residents and faculty alike, these expansive reports are challenging, especially for those new to the institution’s policies and conventions. Previous workflow included using Microsoft Word documents with previously signed out cases had significant risk for errors that stem from new updates in the CAP protocols, missing or different reflex testing from the previous case, and updated institutional guidelines. We set out to create a customized library of decision support and interactive templates using a software called PhraseExpander. We created PhraseExpander templates for all cancer resections. The templates included the associated synoptics required for accreditation by CAP, implemented automated staging using logic statements, and provided conditional reminders when reflex testing was indicated. Variable labels were utilized to help clarify notes in the CAP synoptic such as how to grade specific tumors and how many high-power fields to count. The tools were distributed to all surgical pathology fellows, residents, and select faculty who expressed interest in participating. The templates were successfully implemented into the routine workflow for surgical pathology sign out. End-user feedback was overwhelmingly positive. First year and upper level residents appreciate the detailed descriptions on how to complete the report, most notably the reflex molecular testing reminders and many conditional aspects such as in our breast cancer reports. Fellows and attendings have also appreciated these aspects as well as the automated staging and reminders to do administrative tasks, such as adding the case to the Laboratory Information System tumor registry. Interactive templates with built in conditions and calculators are powerful tools that can be used for generating the increasingly complex reports in pathology. They provide pathologists real-time and non-interruptive clinical decision support, allow them to spend less time typing and reduce reliance on remembering the required reflex testing. The most notable disadvantage in coding these complex templates is the considerable build and maintenance time. We plan to expand use to flow cytometry reports, biopsy reports, and routine non-neoplastic cases while incorporating labels to assist in resident education.

Real-world effectiveness and safety of collagenase clostridium histolyticum-aaes injections for the treatment of thigh cellulite in women: An open-label study interim analysis.

Collagenase clostridium histolyticum-aaes (CCH-aaes) is approved in the United States for moderate-to-severe cellulite in the buttocks of adult women. Interim analysis to evaluate efficacy/safety of CCH-aaes in the treatment of thigh cellulite. Data were analyzed from a phase 3, open-label study (REAL). Women with mild-to-moderate cellulite on both thighs (Clinician Reported Photonumeric Cellulite Severity Scale score, 2 or 3) received ≤0.84 mg (volume, 18 ml) of CCH-aaes subcutaneously, in up to 12 dimples per posterolateral thigh, in up to 3 treatment sessions (Days 1, 22, and 43). Follow-up was on Day 90 (interim cutoff). A subset of women participated in the concurrent study (PIXELS), which included high-definition photography and 3D-image scanning of treatment areas. Twenty-two women (44 thighs) were included in the interim analysis (mean age, 42.3 years; thighs with mild cellulite, 68.2%). Investigators reported high percentages of responders (score of "improved" or better on Investigator Global Aesthetic Improvement Scale) at Day 90 for either thigh (86.4%; primary endpoint) or both thighs (72.7%). Patient-reported bother due to cellulite was reduced at Day 90; mean change was 15.3 points (85.5% reduction) in BODY-Q Appraisal of Cellulite Scale total score (possible range, 11-44). In PIXELS analysis, Day 90 3D-image scans showed improvement from baseline in skin roughness in some of the treated thigh areas. The most commonly reported adverse events were injection-site bruising and pain (95.5% and 50.0% of patients, respectively). CCH-aaes treatment of mild-to-moderate thigh cellulite was effective and generally well tolerated, with markedly reduced cellulite-related bother.

Addressing an epidemic: Improving guideline-concordant opioid prescribing in surgical patients

BackgroundExcess postoperative opioid prescribing increases the risk of opioid abuse, diversion, and addiction. Clinicians receive variable training for opioid prescribing, and despite the availability of guidelines, wide variations in prescribing practices persist. This quality improvement initiative aimed to assess and improve institutional adherence to published guidelines. MethodsThis study represented a quality improvement initiative at an academic medical center implemented over a 6-month period with data captured 1 year before and after implementation. The quality improvement initiative focused on prescribing education and monthly feedback reports for clinicians. All opioid-naïve, adult patients undergoing a reviewed procedure were included. Demographics, surgical details, hospital course, and opioid prescriptions were reviewed. Opioids prescribed on discharge were evaluated for concordance with recommendations based on published guidelines. Pre- and postimplementation cohorts were compared. ResultsThere were 4,905 patients included: 2,343 preimplementation and 2,562 postimplementation. There were similar distributions in patient demographics between the 2 cohorts. Guideline-concordant discharge prescriptions improved from 50.3% to 72.2% after the quality improvement initiative was implemented (P < .001). Adjusted analysis controlling for sex, age, discharge clinician, length of stay, outpatient surgery, and procedure demonstrated a 190% increase in odds of receiving a guideline-concordant opioid prescription on discharge in the postimplementation cohort (adjusted odds ratio 2.90; 95% confidence interval = 2.55–3.30). ConclusionThis study represented a successful quality improvement initiative improving guideline-concordant opioid discharges and decreasing overprescribing. This study suggested published guidelines are insufficient without close attention to elements of effective change management including the critical importance of locally targeting educational efforts and suggested that real-time, data-driven feedback amplifies impact on prescribing behavior.

Clinician reports of self-awareness after traumatic brain injury: a retrospective chart review

BackgroundImpaired self-awareness (i.e., a lack of insight) is experienced by most individuals who have sustained a moderate to severe traumatic brain injury (TBI). During the early recovery period post-injury, these individuals may not be able to recognize their abilities and limitations, hence, negatively impacting their daily life and function. Although there are assessments and interventions to improve self-awareness after TBI, little is known about how clinicians assess and address this impairment in an inpatient rehabilitation setting.ObjectiveTo examine how clinicians assess, report, and provide interventions for impaired self-awareness after TBI.MethodsA retrospective chart review was conducted on interdisciplinary rehabilitation clinician entries for individuals with TBI (n = 67) who received inpatient rehabilitation within a five-year period (2014–2019). A reflexive thematic analysis was used to identify themes pertaining to self-awareness.ResultsThree themes were generated to explore clinician responses to their clients’ impaired self-awareness: 1) ‘recalling and understanding’ described clinician observations of client behaviors and expressions of self-awareness, 2) ‘applying and analyzing’ identified clinicians providing relevant tasks and advice to clients, and 3) ‘evaluating and creating’ described clinicians actively interacting with clients by providing feedback, guided prompts, and a follow-up plan.ConclusionClinicians produced varied responses to clients’ impaired self-awareness after TBI. Findings may help to develop research priorities and integrated knowledge translation initiatives to increase evidence-based practice for impaired self-awareness after TBI.