Improving Health Through Family Medicine: New Opportunities, Missed Opportunities ================================================================================= * Jacqueline Britz * Marjorie A. Bowman * Dean A. Seehusen * Christy J. W. Ledford ## Abstract This issue addresses evidence-based medicine, strengthening supports and resources for primary care, and clinical questions across the broad scope of primary care. Several articles address implementing evidence-based recommendations in primary care. How can you safely delabel low risk penicillin allergies in primary care? Which colorectal stool-DNA-FIT tests were preferred by patients and least difficult to use? Another group of articles address strengthening support and resources for clinicians, including the impact of a group-coaching intervention for burnout and a peer coaching approach to improve use of clinical performance data. Several articles address sexual and reproductive health. Does doxycycline postexposure prophylaxis (PEP) prevent bacterial sexual transmitted infections? What are the best methods to reduce pain and/or anxiety during IUD procedures? Is Mirena still effective at 8 years? Several articles address the care of transgender and gender-diverse patients, including the impact of testosterone on Papanicolaou test results. A variety of other articles provide recommendations related to common clinical concerns in primary care, including a novel, simplified approach to diagnosing and managing causes of shoulder pain. ## Implementing Evidence Based Recommendations in Practice There are many barriers to implementing evidence based guidelines and recommendations into primary care practice. Several of the articles in this issue address practical solutions and insights to help primary care clinicians implement. While nearly 10% of the US population report a penicillin allergy, many of these patients do not have a true IgE-mediated allergy. A growing body of literature has called for penicillin allergy delabeling.1 Madapoosi et al.2 describe a direct oral challenge (DOC) protocol, developed at 2 primary care sites, that validate patient allergies. Colorectal cancer screening is evidence based and can save lives. One recommended screening option is stool DNA-FIT every 1 to 3 years. However, which tests do patients prefer and which are associated with fewer errors? Daly et al.3 compared liquid vial and card collection devices for more than 2000 patients, including variation in preferred method, difficulty, and errors. The US Preventive Services Task Force recommends routine screening and brief counseling for unhealthy alcohol use in all adults aged 18 years and older.4 Jortberg et al.5 aimed to improve screening, brief intervention, medication-assisted treatment, and referral for treatment in primary care practices through a virtual practice facilitation intervention in 61 primary care practices. A retrospective observational study including data of 310 patients for up to 13 years demonstrated sustainable weight loss following a family medicine-based wellness group program.6 As we think about discovering and applying new evidence, Hersch et al.7 describe how efforts to increase family medicine research capacity at the University of Minnesota have contributed to notable increases in faculty publications and positive perceptions of the research culture. ## Strengthening Support and Resources for Primary Care In this issue, authors describe both the importance of primary care, as well as opportunities to support primary care clinicians across a spectrum, including coaching interventions, assessment of factors associated with failed board certification exams, and resources to strengthen family medicine research capacity. Does an online group-coaching intervention reduce physician burnout? Fainstad et al.8 describe the impact of a group-coaching intervention on measures of physician distress and wellbeing. Kiran et al.9 evaluated a peer coaching approach to supporting family physicians use of clinical performance data for quality improvement. Is late completion of certification stage associated with increased risk of family physicians failing their board certification examination? Dai et al.10 evaluate the relationship between timing of certification stage completion and subsequent board certification examination outcomes. Stovitz et al.11 aim to counter the view of generalists as “Jack of all trades, master of none.” They describe an under-recognized advantage of the generalist perspective. ## Sexual and Reproductive Health The Centers for Disease Control and Prevention (CDC) recently released clinical guidelines about the use of doxycycline for postexposure prophylaxis (PEP) for bacterial sexual transmitted infections (STI).12 A PURL summarizes the benefits and indications for Doxy PEP.13 Ringwald et al.14 reiterate the benefits of Doxy PEP in their correspondence describing the use of Doxy PEP to reduce bacterial STI and transmission specifically among men who have sex with men (MSM) and transgender women. IUDs are one of the most effective and long-acting reversible contraceptive methods available in the US. Holt-McNair et al.15 investigated the evidence for the longitudinal effectiveness of Mirena IUD. Is Mirena still effective at 8 years? Many people experience severe pain and anxiety related to IUD insertion, which can deter use of this contraceptive method. Ovsepyan et al.16 summarize effective pharmacological and nonpharmacologic treatments for reducing both pain and/or anxiety during IUD procedures. Should misoprostol be used or avoided? What treatments have the most evidence? ## Health care for Transgender and Gender Diverse Patients According to a national survey of transgender and nonbinary individuals, 29.3% report having experienced health care discrimination, which can lead to postponing health care.17 A mixed-methods study by Kaplan et al.18 provides insights on positive and negative experiences of transgender and nonbinary patients in health care, as well as recommendations to improve clinical care. Chen et al. highlight that current cervical cancer screening guidelines do not incorporate gender identity or gender-affirming hormone status in recommendations for Papanicolaou test interpretation or surveillance.19–20 The authors describe the effects of testosterone on Papanicolaou test results in transgender and gender-diverse individuals and implications for these findings.21 ## Sociodemographic Considerations in Health care Despite the potential life-saving potential for cardiac stress tests, there are high rates of incompletion. Amat et al.22 examined individual patient factors associated with completion of a stress test and found inequities in those with completed tests. Datta et al.23 studied variations in diabetes monitoring among Latino adults based on birthplace. The authors argue that clinicians should ask patients about nativity and subgroup information to inform treatment plans. Traditional estimated glomerular filtration rate (eGFR) equations incorporated race in eGFR calculations; however, race-based modifiers in clinical equations can perpetuate and exacerbate existing disparities in health care.24 In “Filtering Race Out of GFR Calculation,” Smith et al.25 describes the new eGFRcr-cys equation, which estimates GFR incorporating both serum creatinine and serum cystatin C levels. The new equation has improved accuracy in predicting chronic kidney disease (CKD) prognosis. ## Expanding Health Care Beyond the Walls of Clinics and Hospitals Vilendrer et al.26 investigated a systemwide program to screen and address social determinants of health and found it to be challenging yet feasible. A study by Brillakis et al.27 evaluated the connections between primary care practices and multisector community organizations, using data from the 2023 American Board of Family Medicine (ABFM) Continuing Certification Questionnaire. ## Addressing Common Musculoskeletal Concerns in Primary Care Sidhar et al.28 provide a novel, simplified approach to diagnosing and managing causes of shoulder pain, from adhesive capsulitis to labral pathology. They provide an overview of triaging symptoms, diagnostic approaches and special tests, and management approaches. Want a review of Speed’s test and Yergason’s test to diagnose Biceps tendinopathy? Leg cramps are common and upsetting for patients; do we know what interventions are being used? A survey of 365 patients experiencing leg cramps provides insights on commonly used pharmacologic and nonpharmacologic treatment options used by patients. The authors call attention to frequent use of over-the-counter analgesics and use of internet searches to find treatments.29 Could there be a role for increased clinician education of patients to reduce medication adverse events and potential for misinformation? ## Notes * *Conflict of interest*: The authors are editors of the *JABFM.* * To see this article online, please go to: [http://jabfm.org/content/37/6/987.full](http://jabfm.org/content/37/6/987.full). ## References 1. 1.Staicu ML, Vyles D, Shenoy ES, et al. Penicillin allergy delabeling: a multidisciplinary opportunity. J Allergy Clin Immunol Pract 2020;8:2858–68.e16. [PubMed](http://www.jabfm.org/lookup/external-ref?access_num=33039010&link_type=MED&atom=%2Fjabfp%2F37%2F6%2F987.atom) 2. 2.Penicillin allergy testing with direct oral challenge in primary care. J Am Board Fam Med 2024;37:991–995. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6ODoiMzcvNi85OTEiO3M6NDoiYXRvbSI7czoyMDoiL2phYmZwLzM3LzYvOTg3LmF0b20iO31zOjg6ImZyYWdtZW50IjtzOjA6IiI7fQ==) 3. 3.Daly J, Xu Y, Levy BT. Patients’ difficulties with five different fecal immunochemical tests. J Am Board Fam Med 2024;37:1014–1026. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMDE0IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 4. 4.Curry SJ, Krist AH, Owens DK, US Preventive Services Task Forceet al. Screening and behavioral counseling interventions to reduce unhealthy alcohol use in adolescents and adults: US Preventive Services Task Force recommendation statement. JAMA 2018;320:1899–909. [CrossRef](http://www.jabfm.org/lookup/external-ref?access_num=10.1001/jama.2018.16789&link_type=DOI) [PubMed](http://www.jabfm.org/lookup/external-ref?access_num=30422199&link_type=MED&atom=%2Fjabfp%2F37%2F6%2F987.atom) 5. 5.Jortberg BT, Dickinson LM, Fernald DH, et al. Improving care for unhealthy alcohol use: results from the Facilitating Alcohol Screening and Treatment (FAST) Colorado study. J Am Board Fam Med 2024;37:1027–1037. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMDI3IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 6. 6.Brown HF, Brandt DR, Chen J, Hawkins K, Dong KR, Altman W. Effect of a family medicine wellness group program on long-term weight loss maintenance outcomes. J Am Board Fam Med 2024;37:1038–1046. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMDM4IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 7. 7.Hersch D, Loth KA, Adam P, et al. Increasing family medicine research capacity at the University of Minnesota: publication trends and research culture. J Am Board Fam Med 2024;37:1047–1054. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMDQ3IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 8. 8.Fainstad T, Rodriguez C, Kreisel C, et al. Impact of an online group-coaching program on ambulatory faculty physician wellbeing: a randomized trial. J Am Board Fam Med 2024;37:1055–1071. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMDU1IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 9. 9.Kiran T, Devotta K, Desveaux L, et al. Peer-coaching for family physicians to close the intention-to-action gap. J Am Board Fam Med 2024;37:996–1008. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6ODoiMzcvNi85OTYiO3M6NDoiYXRvbSI7czoyMDoiL2phYmZwLzM3LzYvOTg3LmF0b20iO31zOjg6ImZyYWdtZW50IjtzOjA6IiI7fQ==) 10. 10.Dai M, Bazemore A. Timing of certification stage completion associated with subsequent certification exam outcomes among board-certified family physicians. J Am Board Fam Med 2024;37:1130–1132. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTMwIjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 11. 11.Stovitz SD, Shrier I, Banack HR, Kaufman JS. In defense of generalists: primary care observations provide systematic advantages. J Am Board Fam Med 2024;37:1133–1139. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTMzIjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 12. 12.Bachmann LH, Barbee LA, Chan P, et al. CDC Clinical guidelines on the use of doxycycline postexposure prophylaxis for bacterial sexually transmitted infection prevention, United States, 2024. MMWR Recomm Rep 2024;73:1–8. [CrossRef](http://www.jabfm.org/lookup/external-ref?access_num=10.15585/mmwr.rr7302a1&link_type=DOI) [PubMed](http://www.jabfm.org/lookup/external-ref?access_num=39106301&link_type=MED&atom=%2Fjabfp%2F37%2F6%2F987.atom) 13. 13.Close E, Jones A, Noggle W. Doxycycline postexposure prophylaxis for STI prevention. J Am Board Fam Med 2024;37:1140–1142. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTQwIjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 14. 14.Ringwald BA. Doxycycline post-exposure prophylaxis (doxy-PEP) for the prevention of bacterial sexually transmitted infections for men who have sex with men and transgender women. J Am Board Fam Med 2024;37:1149. [FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiRlVMTCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTQ5IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 15. 15.Holt McNair S, Tunink C, Morris L, Keep on keeping on. Mirena IUD for 8 years. J Am Board Fam Med 2024;37:1143–1145. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTQzIjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 16. 16.Ovsepyan V, Kelsey P, Evensen AE. Practical recommendations for minimizing pain and anxiety with IUD insertion. J Am Board Fam Med 2024;37:1150–1155. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTUwIjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 17. 17.Kachen A, Pharr JR. Health care access and utilization by transgender populations: a United States transgender survey study. Transgend Health 2020;5:141–8. [PubMed](http://www.jabfm.org/lookup/external-ref?access_num=33644308&link_type=MED&atom=%2Fjabfp%2F37%2F6%2F987.atom) 18. 18.Kaplan B, Deardorff K, Zhu C, Smith R. Experiences of transgender and nonbinary patients in an academic family medicine clinic. J Am Board Fam Med 2024;37:1072–1087. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMDcyIjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 19. 19.Perkins RB, Guido RS, Castle PE, 2019 ASCCP Risk-Based Management Consensus Guidelines Committeeet al. 2019 ASCCP risk-based management consensus guidelines for abnormal cervical cancer screening tests and cancer precursors. J Low Genit Tract Dis 2020;24:102–31. [CrossRef](http://www.jabfm.org/lookup/external-ref?access_num=10.1097/LGT.0000000000000525&link_type=DOI) [PubMed](http://www.jabfm.org/lookup/external-ref?access_num=32243307&link_type=MED&atom=%2Fjabfp%2F37%2F6%2F987.atom) 20. 20.Curry SJ, Krist AH, Owens DK, US Preventive Services Task Forceet al. Screening for cervical cancer: US Preventive Services Task Force recommendation statement. JAMA 2018;320:674–86. [CrossRef](http://www.jabfm.org/lookup/external-ref?access_num=10.1001/jama.2018.10897&link_type=DOI) [PubMed](http://www.jabfm.org/lookup/external-ref?access_num=30140884&link_type=MED&atom=%2Fjabfp%2F37%2F6%2F987.atom) 21. 21.Chen D, Erroba J, Liu S, et al. The effects of testosterone on cervicovaginal cytology in transgender and gender-diverse individuals. J Am Board Fam Med 2024;37:1009–1013. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMDA5IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 22. 22.Amat MJ, Zhong A, Zhang C, Gervino E, Wadhera R, Phillips RS. Implications of sociodemographic and clinical factors associated with completion of cardiac stress tests. J Am Board Fam Med 2024;37:1088–1094. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMDg4IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 23. 23.Datta R, Lucas JA, Marino M, et al. Diabetes monitoring in foreign-born and US-born Latino adults in US community health centers. J Am Board Fam Med 2024;37:1095–1102. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMDk1IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 24. 24.Jain A, Brooks JR, Alford CC, et al. Awareness of racial and ethnic bias and potential solutions to address bias with use of health care algorithms. JAMA Health Forum 2023;4:e231197. 25. 25.Frazier W, Ge Y. Filtering race out of GFR calculation. J Am Board Fam Med 2024;37:1146–1148. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTQ2IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 26. 26.Vilendrer SM, Thomas SC, Brunisholz K, et al. Clinician and staff perspectives on a social drivers of health program implementation. J Am Board Fam Med 2024;37:1103–1122. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTAzIjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 27. 27.Brillakis H, Fleischer S, Hogg-Graham R, Peterson LE. Rural family physicians are more likely to collaborate with multisector community organizations. J Am Board Fam Med 2024;37:1167–1169. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTY3IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 28. 28.Sidhar K, Lim HJ, Gutierrez L. A simplified approach to evaluate and manage shoulder pain. J Am Board Fam Med 2024;37:1156–1166. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTU2IjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=) 29. 29.Khandalavala B, Geske J, Karloff M. Patient-reported leg cramp treatments and their effectiveness. J Am Board Fam Med 2024;37:1123–1129. [Abstract/FREE Full Text](http://www.jabfm.org/lookup/ijlink/YTozOntzOjQ6InBhdGgiO3M6MTQ6Ii9sb29rdXAvaWpsaW5rIjtzOjU6InF1ZXJ5IjthOjQ6e3M6ODoibGlua1R5cGUiO3M6NDoiQUJTVCI7czoxMToiam91cm5hbENvZGUiO3M6NToiamFiZnAiO3M6NToicmVzaWQiO3M6OToiMzcvNi8xMTIzIjtzOjQ6ImF0b20iO3M6MjA6Ii9qYWJmcC8zNy82Lzk4Ny5hdG9tIjt9czo4OiJmcmFnbWVudCI7czowOiIiO30=)