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Record W2889066108 · doi:10.1097/meg.0000000000001251

Iron deficiency anemia in gastric cancer: a Canadian retrospective review

2018· article· en· W2889066108 on OpenAlexaffabout
Grace H. Tang, Rachel Hart, Michelle Sholzberg, Christine Brezden‐Masley

Bibliographic record

VenueEuropean Journal of Gastroenterology & Hepatology · 2018
Typearticle
Languageen
FieldMedicine
TopicErythropoietin and Anemia Treatment
Canadian institutionsSt. Michael's Hospital
Fundersnot available
KeywordsMedicineInterquartile rangeTransferrin saturationAnemiaCancerInternal medicineFerritinGastroenterologyRetrospective cohort studyIron-deficiency anemiaChemotherapy regimenPopulationChemotherapySurgeryIron deficiency

Abstract

fetched live from OpenAlex

BACKGROUND: Gastric cancer is highly prevalent amongst men and women. Previous studies have described the high prevalence of iron deficiency anemia (IDA) in gastrointestinal cancer patients, but few have focused on the gastric cancer population. We aimed to determine the point prevalence of patients with gastric cancer who developed IDA and chemotherapy-induced anemia, and to identify types and frequencies of IDA therapies. PATIENTS AND METHODS: A retrospective review was carried out for 126 gastric cancer patients from 2006 to 2016 at St Michael's Hospital, Toronto, Canada. Patient demographics, laboratory (ferritin, iron parameters) and clinical data regarding IDA were reviewed. IDA was defined as transferrin saturation less than 20%, ferritin less than 100 μg/l, and hemoglobin less than 130 g/l in men and less than 120 g/l in women. RESULTS: Of the 126 patients with gastric cancer identified (median age 70, interquartile range: 59-77), 64.3% were men. Only 18.3% of patients had a self-reported history of IDA, 40% had IDA at the time of gastric cancer diagnosis, and 58.7% were anemic. A total of 77 patients received chemotherapy, and of these, 54.2% developed chemotherapy-induced anemia. At the final follow-up, 21.4% of patients were diagnosed with IDA along their treatment course, and 79.4% were anemic. Red blood cell transfusions were most frequently prescribed (48.4%; median: 4 U; interquartile range: 2-6), compared with oral (31.8%) or intravenous iron (16.7%) therapy. CONCLUSION: The point prevalence of IDA was high in our gastric cancer patients despite inconsistent screening for IDA. Our findings indicate the need for a consistent diagnostic and therapeutic approach to IDA in this vulnerable patient population.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.218
Threshold uncertainty score0.438

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0100.023
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.013
GPT teacher head0.269
Teacher spread0.256 · 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 source (direct Gemma or distilled Codex), not a consensus.

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

Citations38
Published2018
Admission routes2
Has abstractyes

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