Die Intensive Care Delirium Screening Checklist (ICDSC) – Richtlinienkonforme Übersetzung und Validierung einer intensivmedizinischen Delirium–Checkliste
Bibliographic record
Abstract
BACKGROUND: Although Delirium is the most common psychiatric disease in ICU settings, it is recognized late or not at all in up to 84 % of all cases. METHODS: Translation of the ICDSC, in accordance with ISPOR guidelines and validation by conducting a screening of 68 ICU patients. RESULTS: The translation process was authorized by the original author. The final German translation of the ICDSC showed a sensitivity and specificity of 89 % and 57 % respectively. CONCLUSION: The ICDSC is suitable for delirium screening by nurses even on ventilated patients. Besides a high sensitivity another advantage is the possibility to screen for a subsyndromal delirium.
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 | 0.006 | 0.255 |
| Meta-epidemiology (narrow) | 0.012 | 0.011 |
| Meta-epidemiology (broad) | 0.021 | 0.011 |
| Bibliometrics | 0.006 | 0.005 |
| Science and technology studies | 0.003 | 0.009 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.008 | 0.004 |
| Research integrity | 0.011 | 0.019 |
| Insufficient payload (model declined to judge) | 0.001 | 0.007 |
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; both teacher heads agree on what is shown here.
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".