Faculty Bibliography

Predictive models may be particularly beneficial to clinicians when they face uncertainty and seek to develop a mental model of disease progression, but we know little about the post-implementation effects of predictive models on clinicians' experience of their work. Combining survey and interview methods, we found that providers using a predictive algorithm reported being significantly less uncertain and better able to anticipate, plan and prepare for patient discharge than non-users. The tool helped hospitalists form and develop confidence in their mental models of a novel disease (Covid-19). Yet providers' attention to the predictive tool declined as their confidence in their own mental models grew. Predictive algorithms that not only offer data but also provide feedback on decisions, thus supporting providers' motivation for continuous learning, hold promise for more sustained provider attention and cognition augmentation.

INTRODUCTION/BACKGROUND:Financial toxicity is common and pervasive among cancer patients. Research suggests that gynecologic cancer patients experiencing financial toxicity are at increased risk for engaging in harmful cost-coping strategies, including delaying/skipping treatment because of costs, or forsaking basic needs to pay medical bills. However, little is known about patients' preferences for interventions to address financial toxicity. METHODS:Cross-sectional surveys to assess financial toxicity [Comprehensive Score for Financial Toxicity (COST)], cost-coping strategies, and preferences for intervention were conducted in a gynecologic cancer clinic waiting room. Associations with cost-coping were determined using multivariate modeling. Unadjusted odds ratios (ORs) explored associations between financial toxicity and intervention preferences. RESULTS:Among 89 respondents, median COST score was 31.9 (IQR: 21-38); 35% (N = 30) scored < 26, indicating they were experiencing financial toxicity. Financial toxicity was significantly associated with cost-coping (adjusted OR = 3.32 95% CI: 1.08, 14.34). Intervention preferences included access to transportation vouchers (38%), understanding treatment costs up-front (35%), minimizing wait times (33%), access to free food at appointments (25%), and assistance with minimizing/eliminating insurance deductibles (23%). In unadjusted analyses, respondents experiencing financial toxicity were more likely to select transportation assistance (OR = 2.67, 95% CI: 1.04, 6.90), assistance with co-pays (OR = 9.17, 95% CI: 2.60, 32.26), and assistance with deductibles (OR = 12.20, 95% CI: 3.47, 43.48), than respondents not experiencing financial toxicity. CONCLUSIONS:Our findings confirm the presence of financial toxicity in gynecologic cancer patients, describe how patients attempt to cope with financial hardship, and provide insight into patients' needs for targeted interventions to mitigate the harm of financial toxicity.

Background/Purpose: Knee osteoarthritis (OA) is an inflammatory disease, with a probable role for IL-1b. Calcium and urate crystals may promote OA by activating the NLRP3 inflammasome to produce IL-1b. Colchicine is a well-tolerated anti-inflammatory agent that inhibits the inflammasome and suppresses IL-1b. Studies examining the impact of colchicine on knee OA have yielded varying results, with some reporting pain relief, others improvement of inflammatory markers, and none assessing synovial effusions. We report the interim, blinded results of our ongoing colchicine trial for knee OA.
Method(s): CLOAK is a randomized, double-blind, placebo-controlled trial of colchicine (once daily for 3 months) (Figure 1). We are enrolling subjects >= 40 years of age, with symptomatic knee OA, Kellgren-Lawrence grade 2 or 3 radiographs, and willingness to forego other anti-inflammatory therapy during the trial. The primary outcome is the change in knee pain by visual analog scale (VAS) after 3 months of treatment, comparing the colchicine and placebo groups. Secondary outcomes include pre to post treatment Knee Injury and Osteoarthritis Outcome Score (KOOS), mean doses of analgesics used, and changes in plasma and peripheral blood leukocyte inflammatory markers. Patients undergo knee ultrasound (US) pre-and post-treatment to assess synovitis and effusion. We aspirate synovial fluid when appropriate, and will analyze all available blood and synovial samples after study completion.
Result(s): To date, 715 potential subjects have been contacted, 82 screened, and 71 enrolled. Among 60 who have completed the study, 51.6% are male, 60% White, 30% Black, 3.3% Asian and 6.7% other, with mean BMI of 27.6 kg/m2 and age of 66.8 years. The mean VAS pain score among all completing participants (subjects and controls combined) improved Figure 1. Flow diagram of study plan. Figure 2. Subject improvement in KOOS score from beginning to end of study, according to high or low baseline severity as measured by VAS and KOOS scores and presence of synovial effusion. by 0.98 units in the index knee, and mean KOOS scores improved for symptoms, pain, activities of daily living (ADL), sports activity, and quality of life (QOL). Overall 36 (60%) demonstrated VAS improvement (mean improvement 2.3) whereas 24 (40%) demonstrated no change or worsening. Overall, subjects whose VAS improved showed concordant improvement in the KOOS: mean symptoms by 10.5, pain by 12.4, ADL by 14.8, sports activity by 5.8 and QOL by 11.4 units. The subsets of patients with baseline VAS >=6 and baseline KOOS <=60 (i.e., more severe) showed significantly more 3-month KOOS pain improvement, even with the blinded inclusion of placebo (Figure 2). All underwent US at baseline and 3 months. Among 36 patients with VAS improvement over 3 months, 6 had baseline synovial effusions >=4 mm (in longitudinal and transverse views) and 5 of these effusions were smaller on US post-treatment and one remained stable.
Conclusion(s): The results of this blinded analysis are consistent with a potential benefit of colchicine for pain, function and effusion in subjects not taking other anti-inflammatory agents. Enrollment is ongoing and the study will be unblinded and fully analyzed after completion