Posterior Fossa Lesion Load and Pathological Laughing and Crying in Multiple Sclerosis
Bibliographic record
Abstract
CME/CNE Information Activity Available Online: To access the article, post-test, and evaluation online, go to http://www.cmscscholar.org. Target Audience: The target audience for this activity is physicians, physician assistants, nursing professionals, and other health care providers involved in the management of patients with multiple sclerosis (MS). Learning Objectives: Accreditation Statement: In support of improving patient care, this activity has been planned and implemented by the Consortium of Multiple Sclerosis Centers (CMSC) and Delaware Media Group. 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 healthcare team. Physician Credit The CMSC designates this journal-based activity for a maximum of 0.75 AMA PRA Category 1 Credit(s)™. Physicians should claim only the credit commensurate with the extent of their participation in the activity. Nurse Credit The CMSC designates this enduring material for 0.75 contact hour (none in the area of pharmacology). Disclosures: Editor in Chief of the International Journal of MS Care (IJMSC), has served as Physician Planner for this activity. He has disclosed relationships with Springer Publishing (royalty); Biogen (speakers' bureau); GW Pharma, Abide Therapeutics (consulting fee); and Adamas Pharmaceuticals (contracted research).Francois Bethoux, MD, has served as reviewer for this activity. She has disclosed no relevant financial relationships.Laurie Scudder, DNP, NP, has disclosed no relevant financial relationships.Jacqueline A. Luhoway, MD, has disclosed no relevant financial relationships.Manas Sharma, MD, has disclosed relationships with Roche, EMD Serono, Sanofi (consulting fee); and Roche (contracted research).Suresh Menon, MD, has disclosed no relevant financial relationships.Heather Rosehart, BScH, has disclosed relationships with Biogen, EMD Serono, Novartis, Roche, and Sanofi Genzyme (consulting fee, speakers' bureau, contracted research).Sarah A. Morrow, MD, MS, FRCPC (Neurology), One peer reviewer for IJMSC has disclosed relationships with Actelion, Bayer HealthCare, Biogen, Celgene, Chugai, Clene Nanomedicine, EMD Canada, Genzyme, Merck Serono, Novartis, F. Hoffman-La Roche, Pendopharm, Sanofi-Aventis, Teva Canada (consulting fee); Sanofi Genzyme (speakers' bureau); Genzyme Canada (contracted research); and Actelion, Bayer HealthCare, Biogen, Clene Nanomedicine, F. Hoffman-La Roche, Merck Serono, MedDay, Novartis, Sanofi-Aventis (advisory board, board of directors, or other similar group). The other peer reviewer has disclosed no relevant financial relationships. The staff at IJMSC, CMSC, and Delaware Media Group who are in a position to influence content have disclosed no relevant financial relationships. Note: Financial relationships for some authors may have changed in the interval between listing these disclosures and publication of the article. Method of Participation: Release Date: June 1, 2019 Valid for Credit Through: June 1, 2020 In order to receive CME/CNE credit, participants must: Statements of Credit are awarded upon successful completion of the post-test with a passing score of >70% and 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. CMSC and Delaware Media Group 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 CMSC or Delaware Media Group. 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.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".