Record W2346779677 · doi:10.1007/bf03356735

Abstracts from the 8th Annual Meeting of the Scientific Association of Swiss Radiation Oncology (SASRO)

2004· article· en· W2346779677 on OpenAlexaff

Abdelkarim S. Allal, C. Ares, Pavel Dulguerov, É. Tschanz, C Verdan, Paulette Mhawech, Oliver Riesterer, M. Honer, Van Vuong, Wolfram Jochum, Daniel Zingg, Stephan Bodis, Simon M. Ametamey, Martin Pruschy, Natalie Inteeworn, Stefanie Ohlerth, Gisele Höpfl, Małgorzata Roos, Melanie Wergin, Carla Rohrer Bley, Max Gassmann, Barbara Kaser‐Hotz, Sylvie Berthou, DM Aebersold, S. Ganapathipillai, Béla Streit, D. Stalder, G. Gruber, Richard Greiner, Yitzhak Zimmer, G. Lutters, Wilhelm Krek, A. Tenzer, Barbara Hofstetter, Christophe Bonny, A. Azria, Christel Larbouret, Sibylle Cunat, Mahmut Özsahin, A. Zouhair, Sophie Gourgou, Pierre Martineau, Dean B. Evans, Gilles Romieu, Pascal Pujol, André Pèlegrin, J. Heuberger, Peter Kestenholz, Ch. Taverna, Didier Lardinois, Markus Jörger, Didier Schneiter, Michael R. Jerman, Walter Weder, Rolf A. Stahel, S. Bodis, Hansjörg Vees, Nicolas Mach, Anne Hügli, Sabine Balmer Majno, Karl T. Beer, Esther E. Friedrich, I. Frank Ciernik, Nadine Stanek, Christian Taverna, F Mahler, Ch. Landmann, Gabriela Studer, J. Bernier, Augusto Gallino, P. Juelke, Hans-Peter Hafner, Peiman Jamshidi, Paul Erné, Thérèse J. Resink, P Thum, Markus Notter, Mario Bargetzi, Jean‐Christophe Luthi, Sabine Bieri, J. Curschmann, B. Pajic, Helmut Kranzbühler, Brandon Lippold, G Ueltschi, Marco Bonetti, Milena Nasi, Karen N. Price, Monica Castiglione‐Gertsch, C.-M. Rudenstam, Stig B. Holmberg, Jurij Lindtner, Rastko Golouh, Joseph Collins, D. Crivellari, Angela Carbone, Beat Thürlimann, Edda Simoncini, M.F. Fey, Richard D. Gelber, AS Coates, Aron Goldhirsch, Wendy Jeanneret Sozzi, A. Kramar, R.O. Mirimanoff, D. Azria, Daniel Taussky, Minerva Becker, Helmut Kranzbuehler, Marlene H. Weitzel, Luciana Bortoluzzi, Frank Behrensmeier, Bernhard Isaak, Philippe Pasche, Fabienne Teike Lüthi, Damien C. Weber, Anna J. Lomax, Hans Rutz, Eros Pedroni, Jorn Verwey, Gudrun Goitein, Beate Timmermann, Antony Lomax, Alessandra Bolsi, Søren M. Bentzen, Aqsa Khalil, M.I. Saunders, J.C. Horiot, W. Van den Bogaert, B. Cummings, Stanley Dische, Daniel O. Slosman, Tayeb Kebdani, M. Allaoua, O Stadelmann, Roger Stupp, Alessia Pica, J.B. Dubois, Christoph Oehler, U. Ulmer, Urs M. Lütolf, Marius Huser, Charles D. Burger, Gábor Székely, J.B. Davis, Pascal Gervaz, P Gertsch, P. Morel, A. Roth, H. Zenklusen, Anne F. Schott, Gaudenz Curti, H Schefer, Christos Kolotas, George N. Thalmann, D. Vetterli, L. Kemmerling, R. Mini, M Rouzaud, Philippe Nouet, M. Mollà, Laia Escudé, Raymond Miralbell, C. von Briel, Patrice Jichlinski, L Guillou, Antonella Fogliata, G. Nicolini, Luca Cozzi, H. Häfner, Pierre‐Alain Hueber, Dominik Szczerba, E Born, G. Dipasquale, C. Jargy, F Munier, Aubin Balmer, H. P., G. Pasche, H. Wang, Raphaël Moeckli, T. Boehringer, Adolf Coray, Shixiong Lin, B.G. Baumert, Imogen Norton, Eveline M. Schoenmaker, Jérôme Krayenbühl, M-A Bründler, K. Allemann, Dagmar Laluhová, T. Collen, Philippe Coucke, Gerhard Ries, Kaspar Rufibach, P Huguenin, Merna Abdou, Christophe Girardet, Hansjoerg Vees, Roland Bigler, Özgür Doğa Özsoy, S. Bouville, Frédéric Corminboeuf, Michael Betz, Oscar Matzinger, Pierre Marie Tebeu, Youri Popowski, H.M. Verkooijen, Christine Bouchardy, Frank Lüdicke, M. Usel, Attila Major, A. Merçay, Gregor Pache, Shelley Bulling, Silvia Bressan, J.‐F. Valley, M Motta, Stefano Presilla, A. Richetti, A Franzetti, Gianfranco Pesce

Bibliographic record

VenueStrahlentherapie und Onkologie · 2004

Typearticle

Languageen

FieldMedicine

TopicAdvances in Oncology and Radiotherapy

Canadian institutionsPrincess Margaret Cancer Centre

Fundersnot available

KeywordsMedicineRadiation oncologyMedical physicsRadiation therapyOncologyInternal medicineGeneral surgery

DOI10.1007/bf03356735

Abstract

fetched live from OpenAlex

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 imitation

Not 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)0.001

metaresearch head score (Gemma)0.002

Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated

Candidate categoriesInsufficient payload (model declined to judge)

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 score0.888

Threshold uncertainty score0.375

Distilled classifier scores by category (both heads)

Category	Codex	Gemma
Metaresearch	0.001	0.002
Meta-epidemiology (narrow)	0.002	0.000
Meta-epidemiology (broad)	0.002	0.001
Bibliometrics	0.002	0.001
Science and technology studies	0.001	0.000
Scholarly communication	0.002	0.001
Open science	0.001	0.001
Research integrity	0.003	0.002
Insufficient payload (model declined to judge)	0.112	0.035

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 head0.020

GPT teacher head0.364

Teacher spread0.344 · how far apart the two teachers sit on this one work

Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it