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Mononucleosis, Infectious
Mark Oette, Marvin J. Stone, Hendrik P. N. Scholl, Peter Charbel Issa, Monika Fleckenstein, Steffen Schmitz‐Valckenberg, Frank G. Holz, Olaf Strauß, Jörg–Dieter Schulzke, Michael Fromm, Tommie V. McCarthy, Meinhard Schiller, Stephan Grabbe, Cord Sunderkötter, Gidon Almogy, Avraham I. Rivkind, Hideaki Kato, John W. Finley, John W. Finley, Johannes Uhl, Jürgen Kopitz, Michael Cantz, Philip F. Giampietro, Inga Harting, Nicole I. Wolf, Jürgen Grabbe, Robert J. Beynon, Rosaline C. M. Quinlivan, Caroline A. Sewry, Naoto Kuroda, Cengiz Korkmaz, Anthony J. Bleyer, Thomas C. Hart, Michele Bisceglia, Carlos Galliani, Stefan Pfister, Olaf Witt, Alexander K. C. Leung, Jan Hellemans, Geert Mortier, Marcus Schmitt, Markus Pfister, Hans‐Peter Zenner, Markus J. Riemenschneider, Guido Reifenberger, Julian F. B. Mercer, Sharon La Fontaine, Ingrid Moll, Bruce C. Kone, Stephan vom Dahl, Peter E. H. Schwarz, Jiang Li, Volkmar Gieselmann, David Geneviève, Martine Le Merrer, John‐John B. Schnog, Victor E. A. Gerdes, Katrin Beyer, Elardus Erasmus, Lodewyk J. Mienie, Jan Bubeník, Jana Šímová, Thorsten Buch, Ansgar Schulz, Irmgard Förster, Shirley Hodgson, Holger Sudhoff, Peter J. Goadsby, Karin Jurkat‐Rott, Frank Lehmann‐Horn, John S. Logan, Bernadette McGuinness, Maria Isabel Melaragno, Marcial Francis Galera, Hardally R. Hegde, Hannu Jalanko, Mária Judit Molnár, Danae Liolitsa, Charungthai Dejthevaporn, Michael G. Hanna, Yu‐ichi Goto, K. Lucia, T. S. Patrick, Toshio Nishikimi, D. Siobhan, Andrew Rozelle, Eliza F. Chakravarty, Stefan R. Bornstein, Sven Schinner, Marinus Durán, William Lane M. Robson, Christine Liang, Julie V. Schaffer, Claudiu Plesa, Franck E. Nicolini, Eric Sibley, Vinzenz Oji, Heiko Traupe, Damian M. Bailey, Heimo Mairbäurl, Peter Bärtsch, Alexander A. C. Leung, Justine H. S. Fong, M. D. Beck, Silke Hofmann, Leena Bruckner‐Tuderman, Dieter Metze, Riikka H. Hämäläinen, Anna‐Elina Lehesjoki, Marita Lipsanen‐Nyman, Constantine A. Stratakis, Francesca Marini, Alberto Falchetti, Maria Luisa Brandi, Christian A. Koch, Michael B. Briggs, Wim Wuyts, Filip Vanhoenacker, Wim Van Hul, Hayrettin Tumani, Kurt Von Figura, Thomas Dierks, Bernhard Schmidt, Luca Busetto, Giuliano Enzi, Thomas Klockgether, Ioannis Stefanidis, Georgios M. Hadjigeorgiou, Klaus Zerres, Sabine Rudnik‐Schöneborn, Hans‐Jürgen Gdynia, Anne‐Dorte Sperfeld, Eric P. Hoffman, Rabah Ben Yaou, Gisèle Bonne, Dominique Récan-Budiartha, Peter Hackman, Bjarne Udd, Wolfgang Dietmaier, Arndt Hartmann, Dominique Prié, Caroline Silve, Bernard Grandchamp, Gérard Friedlander, Andrew G. Engel, Werner Kempf, Reinhard Dummer, Günter Burg, Daniela Cilloni, Giuseppe Saglio, Ulrich S. Schuler, Ulrike Bacher, Claudia Haferlach, Susanne Schnittger, Torsten Haferlach, Reginald S. Sauve, Deepak Kamat, Stephen N. Makoni, Richard L. Sabina, Benjamin D. Tyrrell, Justin A. Ezekowitz, Wolfgang Schillinger, Gerd Hasenfuß, Kevin M. Bonney, David M. Engman, Thomas Klopstock, Friedrich Asmus, Thomas Gasser, Dina J. Zand, Elaine H. Zackai, Frank Schaeffel, Anders Oldfors, Niklas Darín, Tommy Martinsson, Ursula Knirsch, Gisela Stoltenburg‐Didinger, Olayinka Raheem, Tiina Suominen
Bibliographic record
Venuenot available
Typebook-chapter
Languageen
FieldMedicine
TopicParvovirus B19 Infection Studies
Canadian institutionsAlberta Children's HospitalUniversity of Calgary
Fundersnot available
KeywordsMononucleosisVirologyMedicineVirus
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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.286
Threshold uncertainty score1.000
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.011 |
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 head0.028
GPT teacher head0.284
Teacher spread0.256 · 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; both teacher heads agree on what is shown here.
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".
Quick stats
Citations0
Published2009
Admission routes1
Has abstractno