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Record W4414693980 · doi:10.1016/j.idcr.2025.e02385

Pathological investigation and microbiological confirmation of Bartonella quintana endocarditis: A case of trench fever without the trench or fever

2025· article· en· W4414693980 on OpenAlex
Jason J. LeBlanc, Carl Boodman, L. Robbin Lindsay, Antonia Dibernardo, Courtney Loomer, Heather Coatsworth, Kathryn Bernard, Gregory R. McCracken, Shelly McNeil, Mathieu Castonguay, Glenn Patriquin

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.

Bibliographic record

VenueIDCases · 2025
Typearticle
Languageen
FieldImmunology and Microbiology
TopicBartonella species infections research
Canadian institutionsPublic Health Agency of CanadaUniversity of ManitobaNova Scotia Health AuthorityDalhousie UniversityUniversity of Calgary
Fundersnot available
KeywordsDoxycyclinePathologicalInfective endocarditisPolymerase chain reactionSerologyBartonella

Abstract

fetched live from OpenAlex

endocarditis is recognized as a cause of culture-negative endocarditis, but the diagnosis can be difficult, as symptoms may be non-specific, and the organism requires special conditions (and media) for routine growth. This case emphasizes the value of pathological investigations and microbiology laboratory support in the setting of low clinical and intraoperative suspicion of infective endocarditis.

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.

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.185
Threshold uncertainty score0.917

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
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 head0.027
GPT teacher head0.306
Teacher spread0.279 · 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