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Record W3211881236 · doi:10.1016/j.gore.2021.100890

Protracted clinical course of an AFF1 fusion positive uterine smooth muscle tumor causing diagnostic confusion over a course of 15 years

2021· article· en· W3211881236 on OpenAlexaff
Christa Aubrey, Hanan Mal, Martin Köbel, Cheng‐Han Lee, Gulisa Turashvili, Stephen Yip, Amy Lum, Gregg Nelson

Bibliographic record

VenueGynecologic Oncology Reports · 2021
Typearticle
Languageen
FieldMedicine
TopicUterine Myomas and Treatments
Canadian institutionsUniversity of British ColumbiaBC Cancer AgencyUniversity of TorontoUniversity of CalgaryUniversity of Alberta
Fundersnot available
KeywordsConfusionMedicineIdentification (biology)BioinformaticsComputational biologyPathologyBiologyPsychology

Abstract

fetched live from OpenAlex

• Histologic diagnostic criteria alone for uterine smooth muscle tumors lacks robust prognostication. • Molecular/genetic techniques should be advocated to further investigate unusual case presentations. • Novel identification of a PTP4A2-AFF1 genetic fusion was identified. • The novel PTP4A2-AFF1 genetic fusion may have further diagnostic prognostic, and therapeutic implications.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.303
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.026
GPT teacher head0.379
Teacher spread0.353 · 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 designObservational
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

Citations1
Published2021
Admission routes1
Has abstractyes

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