Notice bibliographique
Résumé
In this issue, Liddy et al. [ 1 ] report their findings regarding improving access to chronic pain services through the use of telehealth e-consultative services. Dr. Liddy and her colleagues tackled a common problem of access to pain medicine consultative services in North America and found that e-consultative services greatly improved access to patient care in the Ottawa health care system. Using these services, patient information was reviewed in a median response time of less than 2 days, compared with an average wait time of 6 months or greater (up to 2.5 years) with a conventional referral and in-person consultation. Although this is significantly longer than the anticipated wait times in the United States (US), it does mirror the challenges of prompt access to care, particularly for patients in rural settings or those of lower socioeconomic status that rely on state or indigent care programs, which may further limit their access to care. The referring primary care physicians greatly valued the service in >90% of cases, citing benefits provided to both patients and themselves, and including avoidance of unnecessary in-person referrals. Unfortunately the study did not capture the patient-perceived value in the e-consultative service. The format of their intervention, a case review between the pain medicine physician and the referring provider, resembles that of pain medicine services previously reported [ 2–4 ]. The authors correctly describe their form of telemedicine as asynchronous, or “store and forward” technology as opposed to synchronous or “real-time” communication between the provider and patient. As described, these asynchronous e-consultative services do not meet requirements for Center for Medicare & Medicaid Services (CMS) payment in most US settings [ 5 ]. Although the authors have demonstrated perceived value, telemedicine services have been limited in the United States at least in part due to limitations with payment in the traditional fee-for-service (FFS) model. The use of telemedicine, technology to deliver health care services at a distance, has expanded from rural communities and select federal programs to involve specialty and subspecialty care. Enabled by dramatic technical innovations, telehealth can bridge geographic distance and improve quality of care when access to pain medicine specialists is limited. Telehealth pain medicine services have been previously reviewed [ 6 ] and hold the potential to improve access to care [ 1 ], result in significant opioid discontinuation rates [ 7 ], provide superior pain improvement in cancer patients [ 8 ], improve psychosocial outcomes in patients with fibromyalgia [ 9 ], improve patient satisfaction, and decrease health care costs [ 10 ]. Similar benefits have been demonstrated throughout medicine, leading to policy statements of support for telemedicine from the American Medical Association (AMA) [ 11 ] and the American College of Physicians (ACP) [ 12 ]. Moving forward, it is anticipated that telemedicine services can be of great benefit to patients with chronic pain conditions, which affect approximately 100 million Americans with costs of $600 billion each year and an estimated 200 million lost work days [ 13 ]. Delayed access to pain medicine specialists results in significant burden to the patient, employer, and health care system. The International Association for the Study of Pain (IASP) has declared that access to specialty pain medicine care should occur within 8 weeks from onset of symptoms [ 14 ]. Indeed, delays in treatment greater than 6 months, as was standard in the Ottawa health care system, have resulted in decrements in mood and increases in disability that adversely affect quality of life [ 15 ]. Although there are several reasons for delay in referral to pain medicine specialists, only some can be improved through the use of telemedicine. For instance, telemedicine pain medicine services might be expected to: 1) improve availability of qualified pain medicine providers; 2) span geographical distances; 3) bypass functional disability and mobility limitations; 4) avoid treatment-related stigmata of seeing a pain medicine physician; 5) reduce economic limitations [time-consuming and expensive, including indirect costs of transportation, childcare, parking, and time-off-work]; and 6) improve educational barriers. For telehealth services to be integrated into our health care model, they must be economically viable. The 2016 Final Rule Medicare Telemedicine Services [ 5 ] include the requirement that the service must be on the list of Medicare telehealth services and meet the following additional requirements. The service must be furnished: Via an interactive telecommunications system By a physician or other authorized practitioner To an eligible telehealth individual The individual receiving the service must be located in a telehealth-originating site. Neither the system described by Liddy and colleagues, nor other published protocols [ 2–4 ] fulfills these requirements. Therefore, as proposed, these initiatives are likely unsustainable in US clinical pain medicine practices that use the traditional FFS model. Future pain care studies on telemedicine should conform to CMS guidelines for reimbursement, including the use of synchronous communication between the patient and pain medicine physician. Simultaneously, CMS and other payers must recognize the demonstrated value of telemedicine, including asynchronous services, and reimburse appropriately. Although the savings for physicians and hospitals are potentially enormous, overcoming the high telemedicine implementation costs may appear insurmountable for many pain medicine practices. Physicians who implement telemedicine will flourish in the future, finding new ways to provide pain medicine services that were previously unattainable. As stated by Asch, “The innovation that telemedicine promises is not just doing the same thing remotely that used to be done face to face but awakening us to the many things that we thought required face-to-face contact but actually do not”[ 16 ]. Concordant with the declaration of 2016 as the “year of telemedicine,” there is an expanding drive to foster telehealth initiatives with efforts being made to define [ 17 ] and reimburse [ 5 ] these services. Successful pain medicine practices will identify the most efficient means of providing high quality, comprehensive care—and this may likely include bringing themselves to the patient through the use of telemedicine. Telemedicine will improve pain medicine care—will your practice lead its implementation?
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,008 | 0,024 |
| Méta-épidémiologie (sens strict) | 0,002 | 0,001 |
| Méta-épidémiologie (sens large) | 0,002 | 0,002 |
| Bibliométrie | 0,002 | 0,001 |
| Études des sciences et des technologies | 0,002 | 0,003 |
| Communication savante | 0,006 | 0,007 |
| Science ouverte | 0,003 | 0,001 |
| Intégrité de la recherche | 0,016 | 0,020 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,007 | 0,004 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».