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Record W2888769205 · doi:10.1093/jpids/piy081

Perianal Infections in Children With Acute Myeloid Leukemia: A Report From the Canadian Infection in Acute Myeloid Leukemia Research Group

2018· article· en· W2888769205 on OpenAlexaffabout
Samuele Renzi, Jack Bartram, Salah Ali, Carol Portwine, David Mitchell, David Dix, Victor Lewis, Victoria Price, Donna L. Johnston, Lillian Sung

Bibliographic record

VenueJournal of the Pediatric Infectious Diseases Society · 2018
Typearticle
Languageen
FieldMedicine
TopicAnorectal Disease Treatments and Outcomes
Canadian institutionsInstitute for Clinical Evaluative SciencesChildren's Hospital of Eastern OntarioAlberta Children's HospitalSickKids FoundationBC Children's HospitalIzaak Walton Killam Health CentreMontreal Children's HospitalMcMaster Children's HospitalHospital for Sick Children
Fundersnot available
KeywordsMedicineMyeloid leukemiaLeukemiaPerianal AbscessMyeloidPelvisAbscessInternal medicineRadiologySurgery

Abstract

fetched live from OpenAlex

Among 235 children with acute myeloid leukemia, 17 experienced 19 perianal infections. Among 12 episodes with definite abscess, 75% were severely neutropenic. Sixteen diagnostic imaging evaluations were performed; diagnostic yield was similar between computerized tomography of pelvis (5 of 10) and ultrasound (3 of 5). Consistent management approaches to perianal infection should be developed.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.024
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.011
GPT teacher head0.286
Teacher spread0.274 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations12
Published2018
Admission routes2
Has abstractyes

Explore more

Same venueJournal of the Pediatric Infectious Diseases SocietySame topicAnorectal Disease Treatments and OutcomesFrench-language works237,207