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Record W2120667564 · doi:10.1053/j.gastro.2003.10.051

Adefovir dipivoxil alone or in combination with lamivudine in patients with lamivudine-resistant chronic hepatitis B 1 1The Adefovir Dipivoxil International 461 Study Group includes the following: N. Afdhal (Beth Israel Deaconess Medical Center, Boston, MA); P. Angus (Austin and Repatriation Medical Centre, Melbourne, Australia); Y. Benhamou (Hopital La Pitie Salpetriere, Paris, France); M. Bourliere (Hopital Saint Joseph, Marseille, France); P. Buggisch (Universitaetsklinikum Eppendorf, Department of Medicine, Hamburg, Germany); P. Couzigou (Hopital Haut Leveque, Pessac, France); P. Ducrotte and G. Riachi (Hopital Charles Nicolle, Rouen, France); E. Jenny Heathcote (Toronto Western Hospital, Toronto, Ontario, Canada); H. W. Hann (Jefferson Medical College, Philadelphia, PA); I. Jacobson (New York Presbyterian Hospital, New York, NY); K. Kowdley (University of Washington Hepatology Center, Seattle, WA); P. Marcellin (Hopital Beaujon, Clichy, France); P. Martin (Cedars-Sinai Medical Center, Los Angeles, CA); J. M. Metreau (Centre Hospitalier Universitaire Henri Mondor, Creteil, France); M. G. Peters (University of California, San Francisco, San Francisco, CA); R. Rubin (Piedmont Hospital, Atlanta, GA); S. Sacks (Viridae Clinical Sciences, Inc., Vancouver, Canada); H. Thomas (St. Mary’s Hospital, London, England); C. Trepo (Hopital Hôtel Dieu, Lyon, France); D. Vetter (Hopital Civil, Strasbourg, France); C. L. Brosgart, R. Ebrahimi, J. Fry, C. Gibbs, K. Kleber, J. Rooney, M. Sullivan, P. Vig, C. Westland, M. Wulfsohn, and S. Xiong (Gilead Sciences, Inc., Foster City, CA); D. F. Gray (GlaxoSmithKline, Greenford, Middlesex, England); R. Schilling and V. Ferry (Parexel International, Waltham, MA); and D. Hunt (Covance Laboratories, Princeton, NJ).

2003· article· en· W2120667564 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueGastroenterology · 2003
Typearticle
Languageen
FieldMedicine
TopicHepatitis B Virus Studies
Canadian institutionsToronto Western Hospital
Fundersnot available
KeywordsAdefovirLamivudineVirologyHepatitis B virusHepatitis BChronic hepatitisHBeAgGastroenterologyMedicineInternal medicineVirusHBsAg

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.

Full frame distilled prediction

Teacher imitation

Not 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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.248
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0040.000
Bibliometrics0.0010.001
Science and technology studies0.0010.004
Scholarly communication0.0000.002
Open science0.0020.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.008
GPT teacher head0.221
Teacher spread0.213 · 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