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Record W2002208068 · doi:10.1038/ng.2231

Meta-analysis identifies nine new loci associated with rheumatoid arthritis in the Japanese population

2012· review· en· W2002208068 on OpenAlexaff
Yukinori Okada, Chikashi Terao, Katsunori Ikari, Yuta Kochi, Koichiro Ohmura, Akari Suzuki, Takahisa Kawaguchi, Eli A. Stahl, Fina Kurreeman, Nao Nishida, Hiroko Ohmiya, Keiko Myouzen, Meiko Takahashi, Tetsuji Sawada, Yuichi Nishioka, Masao Yukioka, Tsukasa Matsubara, Shigeyuki Wakitani, Ryota Teshima, Shigeto Tohma, Kiyoshi Takasugi, Kota Shimada, Akira Murasawa, Shigeru Honjo, Keitaro Matsuo, Hideo Tanaka, Kazuo Tajima, Taku Suzuki, Takuji Iwamoto, Yoshiya Kawamura, Hisashi Tanii, Yuji Okazaki, Peter K. Gregersen, Leonid Padyukov, Jane Worthington, Katherine Siminovitch, Mark Lathrop, Atsuo Taniguchi, Atsushi Takahashi, Katsushi Tokunaga, Michiaki Kubo, Yusuke Nakamura, Naoyuki Kamatani, Tsuneyo Mimori, Robert M. Plenge, Hisashi Yamanaka, Shigeki Momohara, Ryo Yamada, Fumihiko Matsuda, Kazuhiko Yamamoto

Bibliographic record

VenueNature Genetics · 2012
Typereview
Languageen
FieldMedicine
TopicSystemic Lupus Erythematosus Research
Canadian institutionsUniversity of TorontoUniversity Health NetworkMount Sinai Hospital
FundersRIKEN
KeywordsRheumatoid arthritisGenome-wide association studyArthritisPopulationMeta-analysisMedicineImmunologyAutoimmune diseaseGenetic associationDiseaseInternal medicineBiologyGeneticsSingle-nucleotide polymorphismGenotypeGene

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 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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.404
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0050.002
Bibliometrics0.0010.003
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.096
GPT teacher head0.366
Teacher spread0.270 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designMeta-analysis
Domainnot available
GenreReview

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

Citations332
Published2012
Admission routes1
Has abstractno

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