Michael J Farias

Mr. Michael J Farias

orcid

Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 February 2025 in JBJS Reviews
Verified
Journal Article
Closed access
ADAlan H. Daniels
Alan H. Daniels
MSManjot Singh
Manjot Singh
AKAshley Nicole Knebel
Ashley Nicole Knebel
CTCameron Thomson
Cameron Thomson
MKMichael Kuharski
Michael Kuharski
BDBassel G. Diebo
Bassel G. Diebo
» Although spine surgery is effective in reducing pain and improving functional status, it is associated with unacceptably high rates of complications, thus necessitating comprehensive preoperative patient optimization. » Numerous risk factors that can impact long-term surgical outcomes have been identified, including malnutrition, cardiovascular disease, osteoporosis, substance use, and more. » Preoperative screening and personalized, evidence-based interventions to manage medical comorbidities and optimize medications can enhance clinical outcomes and improve patient satisfaction following spine surgery. » Multidisciplinary team-based approaches, such as enhanced recovery after surgery protocols and multidisciplinary conferences, can further facilitate coordinated care from across specialties and reduce overall hospital length of stay.

7 July 2025 in European Spine Journal
Verified
Journal Article
Closed access
PDF file
ASAudrey Y. Su
Audrey Y. Su
AKAshley Nicole Knebel
Ashley Nicole Knebel
AXAndrew Xu
Andrew Xu
MKMarco Kaper
Marco Kaper
PSPhillip R Schmitt
Phillip R Schmitt
ADAlan H. Daniels
Alan H. Daniels

19 June 2025 in Journal of Bone and Joint Surgery
Verified
Journal Article
Closed access
Joseph E. NassarJoseph E. Nassar
Joseph E. Nassar
MFMichael J Farias
Michael J Farias
LALama A. Ammar
Lama A. Ammar
RRRhea D Rasquinha
Rhea D Rasquinha
AXAndrew Xu
Andrew Xu
ADAlan H. Daniels
Alan H. Daniels
Background: Patient-education materials (PEMs) are essential to improve health literacy, engagement, and treatment adherence, yet many exceed the recommended readability levels. Therefore, individuals with limited health literacy are at a disadvantage. This study evaluated the readability of spine-related PEMs from the American Academy of Orthopaedic Surgeons (AAOS), the North American Spine Society (NASS), and the American Association of Neurological Surgeons (AANS), and examined the potential of artificial intelligence (AI) in optimizing PEMs for improved patient comprehension. Methods: A total of 146 spine-related PEMs from the AAOS, NASS, and AANS websites were analyzed. Readability was assessed using the Flesch-Kincaid Grade Level (FKGL) and Simple Measure of Gobbledygook (SMOG) Index scores, as well as other metrics, including language complexity and use of the passive voice. ChatGPT-4o was used to revise the PEMs to a sixth-grade reading level, and post-revision readability was assessed. Test-retest reliability was evaluated, and paired t tests were used to compare the readability scores of the original and AI-modified PEMs. Results: The original PEMs had a mean FKGL of 10.2 ± 2.6, which significantly exceeded both the recommended sixth-grade reading level and the average U.S. eighth-grade reading level (p < 0.05). ChatGPT-4o generated articles with a significantly reduced mean FKGL of 6.6 ± 1.3 (p < 0.05). ChatGPT-4o also improved other readability metrics, including the SMOG Index score, language complexity, and use of the passive voice, while maintaining accuracy and adequate detail. Excellent test-retest reliability was observed across all of the metrics (intraclass correlation coefficient [ICC] range, 0.91 to 0.98). Conclusions: Spine-related PEMs from the AAOS, the NASS, and the AANS remain excessively complex, despite minor improvements to readability over the years. ChatGPT-4o demonstrated the potential to enhance PEM readability while maintaining content quality. Future efforts should integrate AI tools with visual aids and user-friendly platforms to create inclusive and comprehensible PEMs to address diverse patient needs and improve health-care delivery.

14 December 2024 in The Spine Journal
Verified
Journal Article
Closed access
Joseph E. NassarJoseph E. Nassar
Joseph E. Nassar
MSManjot Singh
Manjot Singh
AKAshley Knebel
Ashley Knebel
APAlejandro Perez-Albela
Alejandro Perez-Albela
MFMichael J Farias
Michael J Farias
ADAlan H. Daniels
Alan H. Daniels


21 February 2025 in World Neurosurgery: X
Verified
Journal Article
Open access
Joseph E. NassarJoseph E. Nassar
Joseph E. Nassar
AKAshley Knebel
Ashley Knebel
MSManjot Singh
Manjot Singh
MFMichael J Farias
Michael J Farias
MDMohammad Daher
Mohammad Daher
ADAlan H. Daniels
Alan H. Daniels