Neurological consultations via telemedicine for specialized outpatient palliative care (SOPC) at home and in hospice (TANNE project): study protocol for a randomized controlled trial
Bibliographic record
Abstract
BACKGROUND: Neurological diseases cause numerous challenges in palliative care. Telemedicine may improve the access to specialized expertise in neurology for patients, their relatives, and palliative care physicians. The TANNE study offers teleconsultations by a hospital-based neuropalliative center for specialized outpatient palliative care (SOPC) and hospices. A prospective, partially randomized, controlled trial aims at generating evidence for clinical improvements, quality of life, and cost efficiency. METHODS: SOPC and hospice teams in Bavaria, Germany, are partially randomized to one of two study arms, namely a treatment group with teleconsultations by specialists for neurology and palliative medicine or to a control group with interventions after a 12-months delay. Individual and population-based measures are assessed with a mixed-methods design in order to evaluate the medical effects, the potential for implementation in standard care, and health economic aspects. The primary outcome consists of the mean change difference between groups in the Integrated Palliative Care Outcome Scale (IPOS), which physicians assess before and after treatment of a neurological event. Besides, several secondary outcomes are investigated, including quality of life, which is measured with the revised McGill Quality of Life Questionnaire (McGill QOL-R) as well as items regarding general and health-related quality of life. Further secondary outcomes include the concrete progress of the neurological signs and symptoms; the subjective change in well-being since the start of the treatment of the neurological diseases from the perspectives of patients, their relatives, as well as medical and nursing professionals; as well as patient, professional, and caregiver satisfaction with the teleconsultations. Moreover, a health economic evaluation compares group differences regarding hospital visits and emergency calls with utilization measurements. DISCUSSION: The TANNE trial provides a comprehensive and complex evaluation design for teleconsultations in neuropalliative care. Ethical considerations need to take the patients' vulnerability into account. The project promises to substantially broaden the width of health care services and to improve the quality of life for deserving patients. TRIAL REGISTRATION: German Clinical Trials Register ( www.germanctr.de [July 17, 2022], DRKS ID: DRKS00027436. Registered February 10th, 2022, retrospectively registered. https://www.drks.de/drks_web/navigate.do?navigationId=trial.HTML&TRIAL_ID=DRKS00027436 [July 17, 2022].
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 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 | 0.001 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| 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".