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Cover ImageReport and Abstracts of the 14th Meeting of IIM, the Interuniversity Institute of Myology, - Assisi (Italy), October 12-15, 2017
Davide Gabellini, Antonio Musarò, M Linari, N Elvassore, J Ruas, Mark A. Tarnopolsky, K Bernadzki, M Gawor, Piotr Niewiadomski, B.M. Pradhan, Tomasz Prószyński, A Franco-Romero, Gargulak Milan, Romanello, Renata Sartori, M. Sandri, Giovanni Gherardi, De Stefani, Rosario Rizzuto, C Mammucari, Matteo Giovarelli, Silvia Zecchini, M Brucoli, C. Palma, Emily O’Connor, Phan, I Cordts, G Cairns, Albert de Roos, Hanns Lochmüller, A F Isham, Carol L. Bowers, O ́Connor E, Denisa Hathazi, Ana Maria Jimenez-Moreno, Oksana Pogoryelova, D Furling, I Verhaart, N Nikolenko, Michael Saclier, George Bedinelli Rossi, S Antonini, M Lapi, Corrado Bonfanti, Giovanni Messina, Taglietti, S Monteverde, F Guarnier, L Pietrangelo, M Serano, S Boncompagni, F Protasi, C Pecorai, Aaron Michelucci, Adriano Fonzino, Elaine Conte, G Camerino, A Liantonio, M Bellis, Andrea Mele, D Tricarico, Gabriella Dobrowolny, S Pierno, Federica Maiole, Fabio Benfenati, Letizia Zullo, M Bertin, N Marroncelli, M Bianchi, S Consalvi, Saccone, M Bardi, Poonam Puri, Douchan Palacios, Sara Adamo, Moresi, Ilaria Di Renzo, E. Clementi, C Perrotta, Ersilia Fornetti, Simone Testa, Claudia Fuoco, G Cesareni, S Cannata, C Gargioli, Mariangela Marrone, R Rovere, Simone Guarnieri, Simone Fulle, Geert Bultynck, Rocco L. Mancinelli, Frédéric Relaix, A Urciuolo, E Serena, L Urbani, S Perin, Libero Vitiello, B Blaauw, Paolo De Coppi, N Elavassore, Eva Galletta, F Majo, L Tibaudo, Giorgia Giacomazzi, L Madaro, Serena Mandla, P. Gilbert, Lynn Smith, Kok H, EN Barton, Bianconi, Beatrice Biferali, C Mozzetta, Steve Carr, M Ritso, Theodor von Brand, Steffen Krebs, Alexander Graf, Harold F. Blum, Karl G. Lorenz, A Pasut, M Manilla, Eusebio Perdiguero, Pura Muñoz‐Cánoves, F. Rossi, Sartorelli, C Provenzano, M Cappella, R Valaperta, R Cardani, G. Meola, Francesca K. A. Martelli, B Cardinali, Guido J. Falcone, E Pigna, Emanuele Greco, E Simonazzi, Al Rickard, J Arjomand, Alex S. Kiselyov, Ute Schmidt, M Soardi, M Carotti, C Fecchio, Roberta Sacchetto, D Sandonà, Evelyn Marie Caruso, K Petroni, C Tonelli, Francesca Solagna, Leonardo Nogara, K Dyar, F Chemello, H Uhlenhaut, K Vissing, Markus Krüger, Milica Marinkovic, Lucia Lisa Petrilli, F Spada, Francesca Sacco, Mônica Steffen Guise Rosina, Melanie Mann, Luisa Castagnoli, D Owens, J Mésséant, G Herledan, Antoine Ferry, A. R. Bertrand, Gisèle Bonne, C Coirault, G Belotti, Graziano Ceccarelli, L Benedetti, Fernando Mulas, Riccardo Bellazzi, Michela De Angelis, Maurilio Sampaolesi, F Ronzoni, Denis Vecellio Reane, F Vallese, Vanessa Checchetto, Laura Acquasaliente, Gisela Butera, Filippis, István Szabó, Gloria Zanotti, A Raffaello, Natacha Breuls, Domiziana Costamagna, Bryan Holvoet, R Duelen, Sahakyan, Gobbo, E Germinario, E Martínez-Sarrà, S Montori, C Gil-Recio, R Núñez-Toldrà, A Rotini, M Atari, A Luttun, Sally Spendiff, RJ Howarth, G McMacken, Silvia Cipriani, Rita Horváth, Paola Frattini, Carina Magali Yaucán Villa, Frank J. De Santis, M Meregalli, M Belicchi, S Erratico, Professor Hassan Bella, Manuela Teresa Raimondi, Lu Q, Y Torrente, S Codenotti, M. Poli, M Asperti, A Fanzani, Laura Pasetto, Davide Olivari, Giovanni Nardo, Caterina Bendotti, R Piccirillo, Bonetto, A Cecconi, G Martinelli, S Previdi, Sergio Marchini, Ludovica Beltrame, E Filippo, G Nefele, H Sustova, M Feudis, S Reano, F Prodam, N Filigheddu, Elena Agosti, S Clerici, M Ferrara, E Angelino, Alberto Graziani, Giosuè Annibalini, Mauro De Santi, S Contarelli, R Saltarelli, M Guescini, Luciana Vallorani, Giorgio Brandi, Stocchi, Edoardo Roberto Barbieri, R Lakshmi, N Bursac, Flavio Ascenzi, Laura Barberi, C Nicoletti, Marián Navarro Beltrá, F. Pin, R Ballarò, Amanda Iannuzzi, Francesca Della Penna, P Costelli, F Blegniski, R Cecchini, F Bonazza, Stephen M. Gavazzi, Luca Brocca, Roberto Bottinelli, Maurizio Pellegrino, D Burini, S Salucci, M Battistelli, S Burattini, P Gobbi, Elisabetta Falcieri, D Curzi, P Ceccaroli, S Maggio, E Polidori, F Lucertini, Sara Chiappalupi, F Riuzzi, L Salvadori, R Sagheddu, Roberto Di Donato, Guglielmo Sorci, M. Gervasi, Candela Marini, F Fardetti, E. Grassi, Piero Benelli, de Winter J, Jaap Molenaar, Manuela Marabita, van Willigenburg M, S Conijn, B Joureau, Ger J.M. Stienen, S Lassche, Tom Irving, Killis Campbell, van Engelen B, Nicol C. Voermans, C Ottenheijm, D Huylebroeck, Simona Feno, Federico Munari, Alfredo Viola, Laura Forcina, L Pelosi, C Miano, M Forino, Jacqueline Santis, C Steikuhler, G Caprini, G. Fossati, A Protasiuk, Maria Jolanta Rędowicz, J González-Coraspe, E Freier, S Buchkremer, RG Zahedi, Eberhard Brauer, H Michels, Yoshihiro Sunada, Joachim Weis, K Zeynab, Baptiste Periou, M Rigolet, Romain K. Gherardi, P Lafuste, M Bastoni, A Innocenzi, L Pinardi, F Faggi, Rocco Ronca, S Petrillo, F Piemonte, Leana Travaglini, M Catteruccia, Sven Petrini, M Verardo, Amy D’Amico, Enrico Bertini, M Ferrar, I Legnini, Francesca Megiorni, S Camero, C Dominici, O Sthandier, G Timoteo, D Dattilo, I Bozzoni, Giuseppe De Luca, F Mancuso, M Calvitti, I Arato, S Full, Riccardo Calafiore, Cinzia Calcabrini, C Fimognari, P Sestili, L Tucciarone, F Lugarini, E Wyart, L Bindels, P Porporato, Stefano Zampieri, A Fusella, Christian Hofer, S S Löfler, N Sarabon, Ján Cvečka, Ugo Carraro, Helmut Kern, Martina Baraldo, E Meacci, Alfred Fortunato, F Matteini, F Pierucci, A Frati, C Battistini
Bibliographic record
VenueEuropean Journal of Translational Myology · 2017
Typeparatext
Languageen
FieldEngineering
TopicAnatomy and Medical Technology
Canadian institutionsUniversity of British ColumbiaUniversity of Toronto
Fundersnot available
KeywordsMyologyCover (algebra)MedicineLibrary scienceAnatomyEngineeringComputer science
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 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.
metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical · Consensus signal: none
Teacher disagreement score0.540
Threshold uncertainty score0.609
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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.
Opus teacher head0.018
GPT teacher head0.234
Teacher spread0.216 · 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 teacher head, not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical
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".
Quick stats
Citations0
Published2017
Admission routes1
Has abstractno