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Record W4388670825 · doi:10.7224/1537-2073.2022-113

Symptom Management Among Multiple Sclerosis Care Partners in Canada

2023· article· en· W4388670825 on OpenAlexaffabout
Katherine Cardwell, Taylor A. Hume, Odessa McKenna, Lara A. Pilutti, Afolasade Fakolade

Bibliographic record

VenueInternational Journal of MS Care · 2023
Typearticle
Languageen
FieldMedicine
TopicMultiple Sclerosis Research Studies
Canadian institutionsQueen's UniversityUniversity of Ottawa
Fundersnot available
KeywordsMedicineDepression (economics)CohortDescriptive statisticsWeaknessFamily medicineInternal medicine

Abstract

fetched live from OpenAlex

CE INFORMATION ACTIVITY AVAILABLE ONLINE: To access the article and evaluation online, go to https://www.highmarksce.com/mscare. TARGET AUDIENCE: The target audience for this activity is physicians, advanced practice clinicians, nursing professionals, social workers, and other health care providers involved in the management of patients with multiple sclerosis (MS). LEARNING OBJECTIVE: Characterize the type, number, and frequency of symptoms MS care partners manage. Describe the level of symptom management difficulty in the caregiving role and types of support preferred by MS care partners. ACCREDITATION: In support of improving patient care, this activity has been planned and implemented by the Consortium of Multiple Sclerosis Centers (CMSC) and Intellisphere, LLC. The CMSC is jointly accredited by the Accreditation Council for Continuing Medical Education (ACCME), the Accreditation Council for Pharmacy Education (ACPE), and the American Nurses Credentialing Center (ANCC), to provide continuing education for the health care team. This activity was planned by and for the health care team, and learners will receive 0.5 Interprofessional Continuing Education (IPCE) credit for learning and change. PHYSICIANS: The CMSC designates this journal-based activity for a maximum of 0.5 AMA PRA Category 1 Credit(s)™. Physicians should claim only the credit commensurate with the extent of their participation in the activity. NURSES: The CMSC designates this enduring material for 0.5 contact hour of nursing continuing professional development (NCPD) (none in the area of pharmacology). PSYCHOLOGISTS: This activity is awarded 0.5 CE credit. SOCIAL WORKERS: As a Jointly Accredited Organization, the CMSC is approved to offer social work continuing education by the Association of Social Work Boards (ASWB) Approved Continuing Education (ACE) program. Organizations, not individual courses, are approved under this program. Regulatory boards are the final authority on courses accepted for continuing education credit. Social workers completing this course receive 0.5 general continuing education credit. DISCLOSURES: It is the policy of the Consortium of Multiple Sclerosis Centers to mitigate all relevant financial disclosures from planners, faculty, and other persons that can affect the content of this CE activity. For this activity, all relevant disclosures have been mitigated. Francois Bethoux, MD, editor in chief of the International Journal of MS Care (IJMSC), has served as physician planner for this activity. He and Alissa Mary Willis, MD, associate editor of IJMSC, have disclosed no relevant financial relationships. Authors; Katherine L. Cardwell, BHSc; Taylor A. Hume, BHSc; Odessa J. McKenna, MSc; Lara A. Pilutti, PhD; and Afolasade Fakolade, PhD, have disclosed no relevant financial relationships. The staff at IJMSC, CMSC, and Intellisphere, LLC who are in a position to influence content have disclosed no relevant financial relationships. Laurie Scudder, DNP, NP, continuing education director CMSC, has served as a planner and reviewer for this activity. She has disclosed no relevant financial relationships. METHOD OF PARTICIPATION: Release Date: November 1, 2023; Valid for Credit through: November 1, 2024 To receive CE credit, participants must: (1) Review the continuing education information, including learning objectives and author disclosures.(2) Study the educational content.(3) Complete the evaluation, which is available at https://www.highmarksce.com/mscare. Statements of Credit are awarded upon successful completion of the evaluation. There is no fee to participate in this activity. DISCLOSURE OF UNLABELED USE: This educational activity may contain discussion of published and/or investigational uses of agents that are not approved by the FDA. The CMSC and Intellisphere, LLC do not recommend the use of any agent outside of the labeled indications. The opinions expressed in the educational activity are those of the faculty and do not necessarily represent the views of the CMSC or Intellisphere, LLC. DISCLAIMER: Participants have an implied responsibility to use the newly acquired information to enhance patient outcomes and their own professional development. The information presented in this activity is not meant to serve as a guideline for patient management. Any medications, diagnostic procedures, or treatments discussed in this publication should not be used by clinicians or other health care professionals without first evaluating their patients’ conditions, considering possible contraindications or risks, reviewing any applicable manufacturer’s product information, and comparing any therapeutic approach with the recommendations of other authorities.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.385
Threshold uncertainty score0.843

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.050
GPT teacher head0.327
Teacher spread0.276 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations7
Published2023
Admission routes2
Has abstractyes

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