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Gravina AG, Pellegrino R, Palladino G, Imperio G, Ventura A, Federico A. Charting new AI education in gastroenterology: Cross-sectional evaluation of ChatGPT and perplexity AI in medical residency exam. Dig Liver Dis 2024:S1590-8658(24)00302-5. [PMID: 38503659 DOI: 10.1016/j.dld.2024.02.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 02/08/2024] [Accepted: 02/28/2024] [Indexed: 03/21/2024]
Abstract
BACKGROUND Conversational chatbots, fueled by large language models, spark debate over their potential in education and medical career exams. There is debate in the literature about the scientific integrity of the outputs produced by these chatbots. AIMS This study evaluates ChatGPT 3.5 and Perplexity AI's cross-sectional performance in responding to questions from the 2023 Italian national residency admission exam (SSM23), comparing results and chatbots' concordance with previous years SSMs. METHODS Gastroenterology-related SSM23 questions were input into ChatGPT 3.5 and Perplexity AI, evaluating their performance in correct responses and total scores. This process was repeated with questions from the three preceding years. Additionally, chatbot concordance was assessed using Cohen's method. RESULTS In SSM23, ChatGPT 3.5 outperforms Perplexity AI with 94.11% correct responses, demonstrating consistency across years. Concordance weakened in 2023 (κ=0.203, P = 0.148), but ChatGPT consistently maintains a high standard compared to Perplexity AI. CONCLUSION ChatGPT 3.5 and Perplexity AI exhibit promise in addressing gastroenterological queries, emphasizing potential educational roles. However, their variable performance mandates cautious use as supplementary tools alongside conventional study methods. Clear guidelines are crucial for educators to balance traditional approaches and innovative systems, enhancing educational standards.
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Affiliation(s)
- Antonietta Gerarda Gravina
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Via Luigi de Crecchio, 80138, Naples, Italy
| | - Raffaele Pellegrino
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Via Luigi de Crecchio, 80138, Naples, Italy.
| | - Giovanna Palladino
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Via Luigi de Crecchio, 80138, Naples, Italy
| | - Giuseppe Imperio
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Via Luigi de Crecchio, 80138, Naples, Italy
| | - Andrea Ventura
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Via Luigi de Crecchio, 80138, Naples, Italy
| | - Alessandro Federico
- Hepatogastroenterology Division, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Via Luigi de Crecchio, 80138, Naples, Italy
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Gravina AG, Pellegrino R, Cipullo M, Palladino G, Imperio G, Ventura A, Auletta S, Ciamarra P, Federico A. May ChatGPT be a tool producing medical information for common inflammatory bowel disease patients' questions? An evidence-controlled analysis. World J Gastroenterol 2024; 30:17-33. [PMID: 38293321 PMCID: PMC10823903 DOI: 10.3748/wjg.v30.i1.17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Revised: 12/07/2023] [Accepted: 12/28/2023] [Indexed: 01/06/2024] Open
Abstract
Artificial intelligence is increasingly entering everyday healthcare. Large language model (LLM) systems such as Chat Generative Pre-trained Transformer (ChatGPT) have become potentially accessible to everyone, including patients with inflammatory bowel diseases (IBD). However, significant ethical issues and pitfalls exist in innovative LLM tools. The hype generated by such systems may lead to unweighted patient trust in these systems. Therefore, it is necessary to understand whether LLMs (trendy ones, such as ChatGPT) can produce plausible medical information (MI) for patients. This review examined ChatGPT's potential to provide MI regarding questions commonly addressed by patients with IBD to their gastroenterologists. From the review of the outputs provided by ChatGPT, this tool showed some attractive potential while having significant limitations in updating and detailing information and providing inaccurate information in some cases. Further studies and refinement of the ChatGPT, possibly aligning the outputs with the leading medical evidence provided by reliable databases, are needed.
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Affiliation(s)
- Antonietta Gerarda Gravina
- Division of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Raffaele Pellegrino
- Division of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Marina Cipullo
- Division of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Giovanna Palladino
- Division of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Giuseppe Imperio
- Division of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Andrea Ventura
- Division of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Salvatore Auletta
- Division of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Paola Ciamarra
- Division of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Alessandro Federico
- Division of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples 80138, Italy
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Gravina AG, Pellegrino R, Durante T, Palladino G, D’Onofrio R, Mammone S, Arboretto G, Auletta S, Imperio G, Ventura A, Romeo M, Federico A. Inflammatory bowel diseases patients suffer from significant low levels and barriers to physical activity: The "BE-FIT-IBD" study. World J Gastroenterol 2023; 29:5668-5682. [PMID: 38077160 PMCID: PMC10701332 DOI: 10.3748/wjg.v29.i41.5668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 10/09/2023] [Accepted: 10/23/2023] [Indexed: 11/07/2023] Open
Abstract
BACKGROUND The place regular physical activity (PA) should occupy in managing patients with inflammatory bowel diseases (IBD) is unclear. AIM To assess PA levels and barriers in a southern Italian IBD population. METHODS IBD patients with non-severe disease activity [assessed with partial Mayo score for ulcerative colitis (UC) and Harvey-Bradshaw index for Crohn's disease] were approached to receive an anonymous online questionnaire to assess PA levels using the International Physical Activity Questionnaire (IPAQ) and to assess disease activity as patient-reported outcomes 2 (PRO-2) and finally to assess habits, beliefs and barriers in conducting regular PA. Clinical, anthropometric and demographic data of patients were also collected. PA was expressed as continuous units of resting metabolic rate (Met) in min/wk. Three PA groups were identified: Inactive (< 700 Met min/wk), sufficiently active (700-2500 Met min/wk) and health enhancing PA (HEPA) (i.e., HEPA active, > 2500 Met min/wk) patients. RESULTS Included patients (219) showed overall PA levels of 834.5 Met min/wk, with a large proportion (94, 42.9%) classified as inactive while only a minority (9, 4.1%) as health-enhancing PA. Patients without dyslipidaemia (P < 0.0001) or on biologics therapy (P = 0.022) showed better IPAQ scores in moderate activities. UC PRO-2 correlated negatively with IPAQ intense activities scores (τ = -0.156, P = 0.038). PRO-2 did not show notable sensitivity/specificity in predicting IPAQ inactivity (AUC < 0.6). IBD activity did not differ between active and inactive patients (P > 0.05). Active patients expressed the need to discuss PA with their gastroenterologist. Some barriers (e.g., diagnosis of IBD and fear of flare-ups after PA) are significantly more reported by inactive patients. CONCLUSION A significant rate of physical inactivity was recorded in this setting. IPAQ showed good feasibility. PA should be an element of discussion in IBD visits assessed quickly with non-invasive questionnaires.
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Affiliation(s)
- Antonietta Gerarda Gravina
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Raffaele Pellegrino
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Tommaso Durante
- Mental Health Department, S. Pio Hospital, Benevento 82100, Italy
| | - Giovanna Palladino
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Rossella D’Onofrio
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Simone Mammone
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Giusi Arboretto
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Salvatore Auletta
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Giuseppe Imperio
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Andrea Ventura
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Mario Romeo
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
| | - Alessandro Federico
- Department of Precision Medicine, Hepatogastroenterology Unit, University of Campania Luigi Vanvitelli, Naples 80138, Italy
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Pellegrino R, Palladino G, Imperio G, Cipullo M, Federico A, Gravina AG. Considering a Janus kinase inhibitor in patients with concomitant ulcerative colitis and hidradenitis suppurativa/acne inversa: is it really a gamble? Hints from a case report. Minerva Med 2023:S0026-4806.23.08867-5. [PMID: 37733233 DOI: 10.23736/s0026-4806.23.08867-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Affiliation(s)
- Raffaele Pellegrino
- Unit of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Giovanna Palladino
- Unit of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Giuseppe Imperio
- Unit of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Marina Cipullo
- Unit of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Alessandro Federico
- Unit of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Antonietta G Gravina
- Unit of Hepatogastroenterology, Department of Precision Medicine, University of Campania Luigi Vanvitelli, Naples, Italy -
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Gravina AG, Pellegrino R, Durante T, Palladino G, D'Onofrio R, Mammone S, Arboretto G, Auletta S, Imperio G, Ventura A, Romeo M, Federico A. Telemedicine in inflammatory bowel diseases: A new brick in the medicine of the future? World J Methodol 2023; 13:194-209. [PMID: 37771865 PMCID: PMC10523254 DOI: 10.5662/wjm.v13.i4.194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 07/12/2023] [Accepted: 07/31/2023] [Indexed: 09/20/2023] Open
Abstract
Inflammatory bowel disease (IBD) is a chronic digestive disease that requires continuous monitoring by healthcare professionals to determine the appropriate therapy and monitor short-term and long-term complications. The progressive development of information technology has enabled healthcare personnel to deliver care services to patients remotely. Therefore, various applications of telemedicine in IBD management have evolved, including telemonitoring, teleconsulting, teleducation, telenursing, telenutrition, and telepathology. While evidence has been provided for some telemedicine applications, targeted studies are still required. This review summarises the major studies that have evaluated telemedicine and its application in the management of IBD.
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Affiliation(s)
| | - Raffaele Pellegrino
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Tommaso Durante
- Mental Health Department, “S. Pio” Hospital, Benevento 82100, Italy
| | - Giovanna Palladino
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Rossella D'Onofrio
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Simone Mammone
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Giusi Arboretto
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Salvatore Auletta
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Giuseppe Imperio
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Andrea Ventura
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Mario Romeo
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Alessandro Federico
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
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Gravina AG, Pellegrino R, Durante T, Palladino G, Imperio G, D'Amico G, Trotta MC, Dallio M, Romeo M, D'Amico M, Federico A. The Melanocortin System in Inflammatory Bowel Diseases: Insights into Its Mechanisms and Therapeutic Potentials. Cells 2023; 12:1889. [PMID: 37508552 PMCID: PMC10378568 DOI: 10.3390/cells12141889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 07/08/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023] Open
Abstract
The melanocortin system is a complex set of molecular mediators and receptors involved in many physiological and homeostatic processes. These include the regulation of melanogenesis, steroidogenesis, neuromodulation and the modulation of inflammatory processes. In the latter context, the system has assumed importance in conditions of chronic digestive inflammation, such as inflammatory bowel diseases (IBD), in which numerous experiences have been accumulated in mouse models of colitis. Indeed, information on how such a system can counteract colitis inflammation and intervene in the complex cytokine imbalance in the intestinal microenvironment affected by chronic inflammatory damage has emerged. This review summarises the evidence acquired so far and highlights that molecules interfering with the melanocortin system could represent new drugs for treating IBD.
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Affiliation(s)
- Antonietta Gerarda Gravina
- Hepatogastroenterology Unit, Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | - Raffaele Pellegrino
- Hepatogastroenterology Unit, Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | - Tommaso Durante
- Mental Health Department, S. Pio Hospital, Via dell'Angelo, 82100 Benevento, Italy
| | - Giovanna Palladino
- Hepatogastroenterology Unit, Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | - Giuseppe Imperio
- Hepatogastroenterology Unit, Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | | | - Maria Consiglia Trotta
- Department of Experimental Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | - Marcello Dallio
- Hepatogastroenterology Unit, Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | - Mario Romeo
- Hepatogastroenterology Unit, Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | - Michele D'Amico
- Department of Experimental Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
| | - Alessandro Federico
- Hepatogastroenterology Unit, Department of Precision Medicine, University of Campania Luigi Vanvitelli, 80138 Naples, Italy
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Gravina AG, Pellegrino R, Auletta S, Palladino G, Brandimarte G, D’Onofrio R, Arboretto G, Imperio G, Ventura A, Cipullo M, Romano M, Federico A. Hericium erinaceus, a medicinal fungus with a centuries-old history: Evidence in gastrointestinal diseases. World J Gastroenterol 2023; 29:3048-3065. [PMID: 37346156 PMCID: PMC10280799 DOI: 10.3748/wjg.v29.i20.3048] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 03/22/2023] [Accepted: 04/21/2023] [Indexed: 05/26/2023] Open
Abstract
Hericium erinaceus is an edible and medicinal mushroom commonly used in traditional Chinese medicine for centuries. Several studies have highlighted its therapeutic potential for gastrointestinal disorders such as gastritis and inflammatory bowel diseases. In addition, some components of this mushroom appear to possess strong antineoplastic capabilities against gastric and colorectal cancer. This review aims to analyse all available evidence on the digestive therapeutic potential of this fungus as well as the possible underlying molecular mechanisms.
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Affiliation(s)
| | - Raffaele Pellegrino
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Salvatore Auletta
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Giovanna Palladino
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Giovanni Brandimarte
- Division of Internal Medicine and Gastroenterology, Cristo Re Hospital, Rome 00167, Italy
| | - Rossella D’Onofrio
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Giusi Arboretto
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Giuseppe Imperio
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Andrea Ventura
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Marina Cipullo
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Marco Romano
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
| | - Alessandro Federico
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, Naples 80138, Italy
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Isgro M, Buraschi R, Barbieri C, Baruzzi E, Imperio G, Noro F, Villafañe JH, Negrini S. Conservative management of degenerative disorders of the spine. J Neurosurg Sci 2014; 58:73-76. [PMID: 25371952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
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Negrini S, Imperio G, Villafañe JH, Negrini F, Zaina F. Systematic reviews of physical and rehabilitation medicine Cochrane contents. Part 1. Disabilities due to spinal disorders and pain syndromes in adults. Eur J Phys Rehabil Med 2013; 49:597-609. [PMID: 24084418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
BACKGROUND This article is the first in a series presenting the strongest published evidence for physical and rehabilitation medicine (PRM) to date coming from the Cochrane Collaboration. The intent of the series is to stimulate ideas for reviews and research in neglected areas of PRM. AIM To systematically review the rehabilitation contents of the Cochrane Collaboration on disabilities due to spinal disorders or pain syndromes in adults. METHODS The Cochrane Database of Systematic Reviews was searched at the end of June 2013 for articles relevant for PRM about disabilities resulting from spinal disorders or pain syndromes in adults. Retrieved papers were classified according to the PRM approach: active therapies, which require active participation by patients to achieve treatment goals, and passive treatments, which rely on the application of external forces. The quality of the reviews was checked against the AMSTAR checklist. RESULTS Reviews on spinal disorders or pain syndromes were found in the Cochrane Back Group (CBG) and in the Pain, Palliative and Supportive Care Group (CPPSCG). Thirty-eight (42.8%) of 89 Cochrane reviews in the CBG and 7 (2.4%) of 293 Cochrane reviews in the CPPSCG were included. All were of high quality (range, 8-11 points out of 11 on the AMSTAR checklist). The contents of the reviews are given in detail. CONCLUSION This review presents an overview of the current evidence for PRM in the treatment of disabilities due to spinal disorders or pain syndromes in adults. Within PRM there is ample space for research in the Cochrane Collaboration and for producing original studies (randomized controlled trials [RCTs]). CLINICAL REHABILITATION IMPACT To apply evidence-based clinical practice, clinicians must be familiar with the current best evidence.
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Affiliation(s)
- S Negrini
- Department of Clinical and Experimental Sciences University of Brescia, Brescia, Italy
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