From the facts to the screen: a blended model of teaching basic hospital skills to 2nd year medical students
Why this work is in the frame
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Bibliographic record
Abstract
We report an interactive course design which simulated the clinical setting for practicing basic hospital skills. The two-part course included (1) instructor-led, Flash-based interactive lectures; and (2) web-based case using interactive hospital forms. Our program evaluation showed that integrated sessions complemented with web-based interactive cases and hospital forms offered a better student preparation for the Geriatric Medicine clerkship and improved tutor perceptions of student performance during early rotations in the academic year. From the facts to the screen: a blended model of teaching basic hospital skills to 2nd year medical studentsAll authorsGustavo Duque MD, Ayanna Roberts, Joanne Hui, Nancy Posel, David Fleiszer & Wendy Chiuhttps://doi.org/10.1080/01421590601032450Published online:03 July 2009Table Download CSVDisplay Table
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.
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 | 0.007 | 0.005 |
| 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 | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 it