Padua Days on Muscle and Mobility Medicine, March 25-29, 2025, Hotel Petrarca, Euganean Thermae, Italy: Program and Abstracts
Bibliographic record
Abstract
Medium-sized scientific conferences held in hotels large enough to accommodate all participants increase opportunities for constructive discussion during breaks, and for evenings that bring together young and senior experts of basic sciences and clinical specialties. Time for group discussions offer opportunities for new collaborations and for jobs for young researchers. Since 1991 the Padova Muscle Days have offered collaborative opportunities that have matured into innovative multidisciplinary results to the point that it came naturally for us to underline it with a neologism now included in the title of the 2025 event: "Mobility Medicine". It is a discipline which developed naturally when we brought together fragmented areas of knowledge into one meeting. The Padua Days on Muscle and Mobility Medicine 2025 (2025Pdm3) will be hosted at the Hotel Petrarca, Euganean Thermae (Padua, Italy) from 25 to 29 March 2025. The list of unique sessions within the included program and the following Collection of Abstracts testify that it is possible to organize valid countermeasures to the inevitable tendencies towards hyper-specialization that the explosive increase in scientific progress brings. The European Journal of Translational Myology and Mobility Medicine (Ejtm3) will accept typescripts on results presented at the 2025Pdm3. Furthermore, an additional option for publication of full original Articles or Reviews is the Special "New Trends in Musculoskeletal Imaging" of the MDPI Journal Diagnostics, because diagnosis is essential to manage and follow-up neuro- metabolic- muscular- disorder and the decay of performances in aging. We hope that many will share our dreams and we make them come true at the 2025 Pdm3 Conference.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.510 | 0.249 |
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 source (direct Gemma or distilled Codex), 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".