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Li LT, Adelstein JM, Sinkler MA, Mistovich RJ. Artificial Intelligence Promotes the Dunning Kruger Effect: Evaluating ChatGPT Answers to Frequently Asked Questions About Adolescent Idiopathic Scoliosis. J Am Acad Orthop Surg 2025; 33:473-480. [PMID: 39321356 DOI: 10.5435/jaaos-d-24-00297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 08/10/2024] [Indexed: 09/27/2024] Open
Abstract
INTRODUCTION Patients have long turned to the Internet for answers to common medical questions. As the ability to access information evolves beyond standard search engines, patients with adolescent idiopathic scoliosis (AIS) and their parents may use artificial intelligence chatbots such as ChatGPT as a new source of information. METHODS Ten frequently asked questions regarding AIS were posed to ChatGPT. The accuracy and adequacy of the responses were graded as excellent not requiring clarification, satisfactory requiring minimal clarification, satisfactory requiring moderate clarification, and unsatisfactory requiring substantial clarification. RESULTS ChatGPT gave one response that was excellent not requiring clarification, four responses that were satisfactory requiring minimal clarification, three responses that were satisfactory requiring moderate clarification, and two responses that were unsatisfactory requiring substantial clarification, with information about higher level, more complex areas of discussion such as surgical options being less accurate. CONCLUSION ChatGPT provides answers to FAQs about AIS that were generally accurate, although correction was needed on specific surgical treatments. Patients may be at risk of developing a Dunning-Kruger effect by proxy from the superficial and sometimes inaccurate information provided by ChatGPT on more complex aspects of AIS.
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Affiliation(s)
- Lambert T Li
- From the Department of Orthopaedic Surgery (Li, Adelstein, Sinkler, and Mistovich), University Hospitals, Case Western Reserve University, Cleveland, OH, and the Department of Orthopaedic Surgery (Mistovich), The MetroHealth System, Case Western Reserve University, Cleveland, OH
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Todderud J, Larson AN, Haft G, El-Hawary R, Price N, Anderson JT, Fitzgerald R, Chan G, Lonner B, Albert M, Hoernschemeyer D, Milbrandt TA. Matched comparison of non-fusion surgeries for adolescent idiopathic scoliosis: posterior dynamic distraction device and vertebral body tethering. Spine Deform 2025; 13:135-143. [PMID: 39377901 DOI: 10.1007/s43390-024-00982-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Accepted: 09/25/2024] [Indexed: 10/09/2024]
Abstract
PURPOSE Two non-fusion devices for adolescent idiopathic scoliosis (AIS) received HDE approval for clinical use in 2019: posterior dynamic distraction device (PDDD) and vertebral body tethering system (VBT). Although indications are similar, there is no comparative study of these devices. We hypothesize that curve correction will be comparable, but PDDD will have better perioperative metrics. METHODS AIS PDDD patients were prospectively enrolled in this matched multicenter study. Inclusion criteria were Lenke 1 or 5 curves, preoperative curves 35°-60°, correction to ≤30° on bending radiographs, and kyphosis <55°. Patients were matched by age, sex, Risser, curve type and curve magnitude to a single-center cohort of VBT patients. Results were compared at 2 years. RESULTS 20 PDDD patients were matched to 20 VBT patients. Blood loss was higher in the VBT cohort (88 vs. 36 ml, p < 0.001). Operative time and postoperative length of stay were longer in the VBT cohort, 177 vs. 115 min (p < 0.001) (2.9 vs. 1.2 days, p < 0.001). Postoperative curve measurement and correction at 6 months were better in the PDDD cohort (15° vs. 24°, p < 0.001; 68% vs. 50%, p < 0.001). At 1-year, PDDD patients had improved Cobb angles (14° vs. 21°, p = 0.001). At 2 years, a correction was improved in the PDDD cohort, with a curve measurement of 17° for PDDD and 22° for VBT (p = 0.043). At the latest follow-up, 3 PDDD patients and 1 VBT patient underwent revision surgery. CONCLUSION Early results show PDDD demonstrates better index correction, reduced operative time, less blood loss, and shorter length of stay but higher rates of revision compared to a matched cohort of VBT patients at two-year follow-up. LEVEL OF EVIDENCE Level II, prospective cohort matched comparative study.
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Affiliation(s)
- Julia Todderud
- Mayo Clinic Department of Orthopedic Surgery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
- Orthopedic Surgery Artificial Intelligence Laboratory, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
- Washington State University College of Medicine, Spokane, WA, USA
| | - A Noelle Larson
- Mayo Clinic Department of Orthopedic Surgery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
- Orthopedic Surgery Artificial Intelligence Laboratory, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
| | - Geoffrey Haft
- Sanford Orthopedics and Sports Medicine, Sanford Health, Sioux Falls, SD, USA
- Department of Orthopedic Surgery, Avera Health, Sioux Falls, SD, USA
| | - Ron El-Hawary
- Department of Surgery, IWK Health, Halifax, NS, Canada
| | - Nigel Price
- Department of Orthopedic Surgery and Sports Medicine, University of Florida College of Medicine, Gainesville, FL, USA
| | - John T Anderson
- Department of Orthopedic Surgery, Children's Mercy, Kansas City, MO, USA
| | - Ryan Fitzgerald
- Children's Orthopedic and Scoliosis Surgery Associates, LLP, Tampa, FL, USA
| | - Gilbert Chan
- Department of Pediatric Orthopedic Surgery, Children's Healthcare of Atlanta, Atlanta, GA, USA
| | - Baron Lonner
- Department of Orthopedics, Mount Sinai Hospital, New York, NY, USA
| | - Michael Albert
- Division of Pediatric Orthopedics, Dayton Children's Hospital, Dayton, OH, USA
| | - Daniel Hoernschemeyer
- Department of Orthopaedic Surgery, University of Missouri Health Care, Columbia, MO, USA
| | - Todd A Milbrandt
- Mayo Clinic Department of Orthopedic Surgery, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
- Orthopedic Surgery Artificial Intelligence Laboratory, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA
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Todderud JE, Milbrandt TA, Floyd E, Haft G, El-Hawary R, Albert M, Larson AN. Preliminary Study of Motion Preservation Following Posterior Dynamic Distraction Device in Adolescent Idiopathic Scoliosis Patients. J Pediatr Orthop 2024; 44:524-529. [PMID: 38946041 DOI: 10.1097/bpo.0000000000002739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
BACKGROUND Motion-sparing scoliosis surgeries such as the posterior dynamic distraction device (PDDD) are slowly increasing in use. However, there is limited clinical data documenting postoperative motion across the PDDD construct. With this cohort study, we aim to measure sagittal and coronal motion following PDDD. We hypothesize coronal and sagittal spinal motion will be partially preserved across the construct. METHODS Retrospective review of prospectively collected data. Preoperative and minimum 1-year postoperative coronal range of motion across the instrumented levels was compared. Available flexion/extension radiographs were evaluated postoperatively to assess sagittal arc of motion. Radiographs from latest follow-up were used. RESULTS At a mean of 1.9 years (1 to 5 y), flexibility radiographs were available on 29 patients treated with PDDD (17 thoracic, 12 lumbar). Mean age at surgery was 16 years (12 to 25). Postoperative coronal arc of motion in PDDD patients was 11 degrees (3 to 19 degrees) in the thoracic spine and 10 degrees (0 to 28 degrees) in the lumbar spine. Compared with preoperative motion, the thoracic arc of motion was maintained by 33% (35 to 11 degrees) and lumbar motion was maintained by 30% (34 to 10 degrees). Flexion-extension radiographs were available on 7 patients. Sagittal arc for the upper instrumented vertebral end plate to the lower instrumented vertebral endplate of the cohort was 10 degrees in the thoracic spine (6 to 18) and 14 degrees in the lumbar spine (5 to 21). Sagittal measurements for the changes in the arc of the upper and lower screws on the construct were 4 degrees in the thoracic group (2 to 8) and 9 degrees in the lumbar group (2 to 17). By latest follow-up 11 patients (38%) underwent reoperation, with most cases due to implant breakage (N=4, 14%), extender misalignment (N=2, 7%), and screw misplacement (N=2, 7%). CONCLUSION At mean 1.9 years postoperatively, PDDD preserves measurable spinal motion over the construct both in the coronal and the sagittal plane without evidence for autofusion. Coronal arc of motion averages 10 to 12 degrees and sagittal arc of motion ranged from 4 to 14 degrees, although this varies by patient. This study confirms that PDDD for pediatric scoliosis preserves a measurable degree of postoperative flexibility both in the sagittal and coronal planes. LEVEL OF EVIDENCE Level II-therapeutic study.
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Affiliation(s)
- Julia E Todderud
- Mayo Clinic Department of Orthopedic Surgery
- Department of Orthopedic Surgery, Orthopedic Surgery Artificial Intelligence Laboratory, Mayo Clinic, Rochester, MN
| | - Todd A Milbrandt
- Mayo Clinic Department of Orthopedic Surgery
- Department of Orthopedic Surgery, Orthopedic Surgery Artificial Intelligence Laboratory, Mayo Clinic, Rochester, MN
| | - Edward Floyd
- University of North Dakota School of Medicine and Health Sciences, Grand Forks, ND
- Sanford Health, Sanford Orthopedics & Sports Medicine
| | - Geoffrey Haft
- Sanford Health, Sanford Orthopedics & Sports Medicine
- Department of Orthopedic Surgery, Avera Health, Sioux Falls, SD
- University of South Dakota Sanford School of Medicine, Sioux Falls, SD
| | - Ron El-Hawary
- Division of Pediatric Orthopedics, Dayton Children's Hospital, Dayton, OH
| | - Michael Albert
- Department of Surgery, IWK Health, Halifax, Nova Scotia, Canada
| | - A Noelle Larson
- Mayo Clinic Department of Orthopedic Surgery
- Department of Orthopedic Surgery, Orthopedic Surgery Artificial Intelligence Laboratory, Mayo Clinic, Rochester, MN
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Richard OK, Liens A, Muirhead D, Weber K. Tissue response following implantation with the posterior dynamic distraction device (PDDD) in adolescent idiopathic scoliosis (AIS). EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2024; 33:2512-2521. [PMID: 38584244 DOI: 10.1007/s00586-024-08200-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 02/13/2024] [Accepted: 02/20/2024] [Indexed: 04/09/2024]
Abstract
PURPOSE The PDDD is a ratchet-based, unidirectional expandable rod to treat adolescent idiopathic scoliosis (AIS), primarily by correcting scoliotic deformity without full spinal fusion. We hypothesized that the device will be fully tolerated by the host and, if aseptic screw loosening occurs, it will be unrelated to wear particle formation. METHODS This study comprised tissue samples from seven patients from a prospective study (NCT04296903) to assess the PDDD's safety and benefits, reoperated due to complications. Host response was assessed from histological slides (four levels/implant) in accordance with GLP and ISO10993-6:2016. The elementary chemical composition of wear particles present in tissue sections was quantified by energy dispersive X-ray spectroscopy (EDX). RESULTS Host reaction was minor, characterized by low levels of diverse inflammatory cells, mild fibrosis, occasional small necrotic foci, neovascularization, hemorrhage, and, rarely, small bone fragments. Twenty-four of 28 tissue sections displayed varying degrees of wear particles (black discoloration), and most sections (17) were scored as 1 (< 25% of the sample). The discoloration observed corresponded to black-appearing, fine granular pigment. EDX analysis confirmed particles were composed of titanium, aluminum, and vanadium. Twenty-six of 28 samples were scored zero for necrosis and 2/28 were scored 1. Eleven samples were scored zero for fibrosis, 12 as 1, and five as 2. No aseptic screw loosening occurred. CONCLUSION The PDDD induced minimal host reaction with little or no degeneration, inflammation or fibrosis. No changes present could be expected to promote device failure. The PDDD implant for treating AIS is well-tolerated and locally safe.
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Affiliation(s)
| | | | | | - Klaus Weber
- AnaPath Services GmbH, Liestal, Switzerland.
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Post AM, Berends HI, van Royen BJ. Minimally Invasive Posterior Spinal Nonfusion Surgery in Patients With Adolescent Idiopathic Scoliosis Using a Bipolar One-Way Self-Expanding Rod System: Protocol for a Single-Center Clinical Cohort Study. JMIR Res Protoc 2023; 12:e47222. [PMID: 38145474 PMCID: PMC10775021 DOI: 10.2196/47222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 12/01/2023] [Accepted: 12/06/2023] [Indexed: 12/26/2023] Open
Abstract
BACKGROUND The current surgical treatment for patients diagnosed with progressive and severe adolescent idiopathic scoliosis (AIS) consists of the correction of the spinal curvature, followed by posterior spinal fusion (PSF). However, research has uncovered short- and long-term complications of posterior spinal fusion in patients with AIS. Minimally invasive growing rod techniques have successfully been used to treat patients with early-onset scoliosis and neuromuscular scoliosis. It may be questioned if minimally invasive posterior spinal nonfusion (PSnF) surgery with bipolar instrumentation can be used for the treatment of AIS. OBJECTIVE This study will be performed to monitor the efficacy and safety of PSnF surgery by using a commercially available Conformité Européenne-certified spinal implant consisting of bilateral bipolar one-way self-expanding rods (OWSER) for the treatment of patients diagnosed with AIS. METHODS In 14 selected patients with AIS with Lenke 1-6 curves, minimally invasive PSnF surgery with the OWSER system is performed after the failure of conservative treatment (curve progression of >5° within 1 year). The patients are over 7 years of age, with a major Cobb angle of ≥30°, sufficient flexibility, and a Risser stage of ≤2. Patients will be followed over time, according to the standard medical care. Efficacy will be measured using radiological and patient satisfaction assessments and safety will be determined by the amount of perioperative complications. RESULTS Patient inclusion started on November 17, 2021 and we hope to finalize patient inclusion by the beginning of 2025. The first results will be expected by the beginning of 2024. CONCLUSIONS Minimally invasive PSnF in patients with AIS is presented as a less invasive surgical technique that prevents the progression of the scoliotic curve and that allows minor posture correction of coronal imbalance. This will be the first study to examine whether the PSnF bipolar OWSER instrumentation will be the next generation of surgical instrumentation in AIS. TRIAL REGISTRATION ClinicalTrials.gov NCT04441411; https://clinicaltrials.gov/study/NCT04441411. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/47222.
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Affiliation(s)
- Anne Mareille Post
- Department of Orthopedic Surgery and Sports Medicine, University Medical Center Amsterdam, Amsterdam, Netherlands
- Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Hanneke I Berends
- Department of Orthopedic Surgery and Sports Medicine, University Medical Center Amsterdam, Amsterdam, Netherlands
- Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Barend J van Royen
- Department of Orthopedic Surgery and Sports Medicine, University Medical Center Amsterdam, Amsterdam, Netherlands
- Amsterdam Movement Sciences, Amsterdam, Netherlands
- Emma Children's Hospital, University Medical Center Amsterdam, Amsterdam, Netherlands
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Froehlich S, Mittelmeier W, Desai B, Pandey SJ, Raddatz H, Lembcke B, Klinder A, Osmanski-Zenk K. Surgical Treatment of Adolescent Idiopathic Scoliosis with the ApiFix Minimal Invasive Dynamic Correction System-A Preliminary Report of a 24-Month Follow-Up. Life (Basel) 2023; 13:2032. [PMID: 37895414 PMCID: PMC10608253 DOI: 10.3390/life13102032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 09/28/2023] [Accepted: 10/06/2023] [Indexed: 10/29/2023] Open
Abstract
Adolescent idiopathic scoliosis (AIS) is a three-dimensional growth disorder. Corrective surgical procedures are the recommended treatment option for a thoracic angle exceeding 50° and a lumbar major curve of 40°. Over the past few years, dynamic growth modulation implants have been developed as alternatives to permanent fusion. The ApiFix system was designed as a 2D "posterior dynamic device" for curve correction. After implantation in a minimally invasive procedure, it uses polyaxial joints and a self-adjusting rod to preserve the degree of motion and to accommodate the patient's growth. It provides an effective method of controlling deformity and fills the gap between the conservative treatment of major curves that are >35° and the fusion procedure. The objective of the two-center cohort study was the analysis of the correction results of patients, who underwent surgical intervention with the ApiFix system. The inclusion criteria were AIS, Lenke type 1 or type 5, a major curve on bending films of ≤30°, and an angle of the major curve of between 35° and 60°. Postoperative radiograph data were obtained longitudinally for up to 24 months of follow-up and compared to preoperative (preop) values. For comparisons of the different time points, non-parametric tests (Wilcoxon) or paired t-tests for normally distributed values were used to analyze repeated measures. Overall, 36 patients (25 female and 11 male) were treated with the ApiFix system from April 2018 to October 2020. Lenke type 1 was identified in 21 (58%) cases and Lenke type 5 was identified in 15 (42%) cases. The average angle of the thoracic major curve for Lenke 1 was 43°. The preoperative lumbar major curve (Lenke 5) was determined to be 43°. Over a follow-up of 24 months, a correction of the major curve to an average of 20° was observed for Lenke 1 and that to an average of 15° was observed for Lenke 5. Lenke type 1 and type 5 showed significant changes in the major curve over the individual test intervals in the paired comparisons compared to the starting angle (Lenke 1: preop-24 months, 0.002; Lenke 5: preop-24 months, 0.043). Overall, 11 events were recorded in the follow-up period, that required revision surgery. We distinguished between repeated interventions required after reaching the maximum distraction length of the implant due to the continued growth of the patient (n = 4) and complications, such as infections or problems associated with the anchorage of the implant (n = 7). The results from the present cohort revealed a statistically significant improvement in the postoperatively measured angles of the major and minor curves in the follow-up after 24 months. Consequently, the results were comparable to those of the already established vertebral body tethering method. Alignment in AIS via dynamic correction systems in combination with a possible growth modulation has been a treatment alternative to surgical fusing procedures for more than a decade. However, the long-term corrective effect has to be validated in further studies.
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Affiliation(s)
- Susanne Froehlich
- Orthopedic Clinic and Policlinic, University Rostock Medical Center, 18057 Rostock, Germany; (W.M.); (B.L.); (A.K.); (K.O.-Z.)
| | - Wolfram Mittelmeier
- Orthopedic Clinic and Policlinic, University Rostock Medical Center, 18057 Rostock, Germany; (W.M.); (B.L.); (A.K.); (K.O.-Z.)
| | - Biren Desai
- Sana Dreifaltigkeits-Hospital Cologne, 50933 Köln, Germany
| | | | - Herbert Raddatz
- Orthopedic Clinic and Policlinic, University Rostock Medical Center, 18057 Rostock, Germany; (W.M.); (B.L.); (A.K.); (K.O.-Z.)
| | - Bjoern Lembcke
- Orthopedic Clinic and Policlinic, University Rostock Medical Center, 18057 Rostock, Germany; (W.M.); (B.L.); (A.K.); (K.O.-Z.)
| | - Annett Klinder
- Orthopedic Clinic and Policlinic, University Rostock Medical Center, 18057 Rostock, Germany; (W.M.); (B.L.); (A.K.); (K.O.-Z.)
| | - Katrin Osmanski-Zenk
- Orthopedic Clinic and Policlinic, University Rostock Medical Center, 18057 Rostock, Germany; (W.M.); (B.L.); (A.K.); (K.O.-Z.)
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Andras LM, Whitlock PW, Abousamra O. What's New in Pediatric Orthopaedics. J Bone Joint Surg Am 2022; 104:299-306. [PMID: 34932502 DOI: 10.2106/jbjs.21.01430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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