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CIR-Myo News: Abstracts of the 2015 Spring Padua Muscle Days : Terme Euganee Padua (Italy), March 12-14, 2015
Stanley Salmons, Paolo Gargiulo, Kyle J. Edmunds, Sigurður Sigurðsson, Ugo Carraro, Gudnason, Martino V. Franchi, Neil D. Reeves, Constantinos N. Maganaris, Karen Smith, Philip J. Atherton, M.V. Narici, Rob Stephenson, Joy Jarvis, Paolo Ortolan, Riccardo Zanato, Alessandro Coran, Beltrame, Roberto Stramare, Marta Murgia, Niranjan Nagaraj, Abhishek Deshmukh, Michael D. Zeiler, P. Cancellara, Carlo Reggiani, Stefano Schiaffino, Matthias Mann, Sheila Schils, Barbara Ravara, Gobbo, Lin Gelbmann, J. Přibyl, Winfried Mayr, Matthias Krenn, J Zidar, Simone Mosole, Stefano Zampieri, E Germinario, Daniela Danieli‐Betto, Matteo Beretta Piccoli, Chiara Franzin, Éric Bertin, Paolo De Coppi, Michela Pozzobon, co workers, S Boncompagni, Andrea Marcante, Francesco Piccione, Stefano Masiero, Vincenzo Vindigni, F Protasi, Amber Pond, Rosaline C. M. Quinlivan, Elmora Messer Matthews, E Bianchini, Roberta Sacchetto, Romeo Betto, D Sandonà, A Zulian, Michael V. Schiavone, Justina Šileikytė, Enzo Rizzo, Elena Palma, Francesca Tagliavini, B Blaauw, Shibendu Shekhar Roy, Frank J. Schoenen, Michael Forte, Luca Merlini, N.M. Maraldi, Patrizia Sabatelli, Paola Braghetta, Francesco Argenton, P Bonaldo, Philippe Bernardi, Andrea Martinuzzi, De Conti C, Marinela Vavla, E Trevisi, Akira Baba, P Cudia, Antonio Merico, Claudio Angelini, C Tramonti, S Dalise, F Bertolucci, Bernard Rossi, C Chisari, Keith Bradley, Ella Pratt, Ismo Söderling, W Wang, Gregory H. Hockerman, Paolo Gava, Hannes Kern, Laura Pelosi, Laura Forcina, E Vizzaccaro, Antonio Musarò, S. Löfler, H Fruhmann, Samantha Burggraf, M Sandri, Ján Cvečka, Dušan Hamar, Milan Sedliak, Tirptakova, Nejc Šarabon, C Mammuccari, Emanuele Berardi, Daniela Annibali, Ilaria Perini, Marco Cassano, Carlos Nàrdiz Ortiz, S Ultimo, D Costamagna, P Costelli, Di Grazia A, H Grosemans, Maurilio Sampaolesi, Maria Conte, Francesco Vasuri, Enrico Bertaggia, Alireza Armani, Augusto Degiovanni, Antonietta D’Errico, Claudio Franceschi, Stefano Salvioli, M Perosa, J Praznikar, J Kovárová, P Schickhofer, Tirpáková, Ľ Böhmerová, Matej Vajda, C Tezze, Romanello, Tatiana Varanita, María Andrea Desbats, Manuel Soriano Ferrer, Alberto Casarin, M Albiero, Stefan Löefler, L Salviati, Luca Scorrano, C Leeuwenburgh, C Mammucari, Markus Gugatschka, S Bachna-Rotter, C Gerstenberger, H. Schlager, Gerhard Friedrich, M Graupp, E. Fröhlich-Sorger, K Kiesler, Werner Lindenthaler, A. Mueller, Rudolf Hagen, G Foerster, W Harnisch, Katrin Baumbusch, C Pototschnig, P Cavallari, Melanie Carina Schmoll, Ewald Unger, M. Bijak, Hermann Lanmueller, Alessandra Frigerio, Theresa A. Hadlock, Caitlin A. Knox, Marc H. Hohman, John W. Heaton, H. Lanmüller, Miguel J. Haller, M Willand, J Zhang, Colby Chiang, Elodie Rosa, Stephen W.P. Kemp, Margaret Fahnestock, G Borschel, Tucker Gordon, Janez Rozman, Polona Pečlin, Monika C. Žužek, M Vrecl, R Frangež, Antonino De Paoli, Giorgio Vescovo, Carlo Castellani, Regina Tavano, L Gorza, E Papini, Roberto Vettor, Gaetano Thiene, Aurelio Angelini, E Marzetti, Angela Maria Serena Lezza, L. D’Onofrio, Di Fonso A, Helge Petersen, D Rafolt, J Sigurdardottir, G Halldorsdottir, Stefán Páll Sigurþórsson, K Kristinsson, T. Helgason, A Panjan, Daniel Graupe, Nivedita Khobragade, Daniela Tuninetti, Konstantin V. Slavin, Leonard Verhagen Metman, Abm Rabie, Eva Pigna, Rosa Mancinelli, Dario Coletti, Sergio Adamo, Moresi, Kurjata Pawel, R Simonetta, M. Alcala de Stefano, Pierpaolo Iodice, Christine Höfer, Loris Galli, Di Muzio A, Sorrentino, Marco Patruno, Anna Picca, Pesce, F Fracasso, A. N. T. Joseph
Bibliographic record
VenueEuropean Journal of Translational Myology · 2015
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal Disorders and Rehabilitation
Canadian institutionsMcMaster University
Fundersnot available
KeywordsSpring (device)MedicineDemographyPhysicsSociology
DOInot available
Abstract
No abstract in any covered source. Its absence is recorded, not treated as a negative.
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
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.
metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.158
Threshold uncertainty score0.529
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.158 | 0.081 |
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.
Opus teacher head0.029
GPT teacher head0.279
Teacher spread0.250 · how far apart the two teachers sit on this one work
Validation status
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.
The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther
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".
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Citations0
Published2015
Admission routes1
Has abstractno