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Iron deficiency anemia in gastric cancer: A single site retrospective cohort study.

2017· article· en· W2599496750 on OpenAlexaffabout
Grace H. Tang, Rachel Hart, Michelle Sholzberg, Christine Brezden‐Masley

Bibliographic record

VenueJournal of Clinical Oncology · 2017
Typearticle
Languageen
FieldMedicine
TopicIron Metabolism and Disorders
Canadian institutionsSt. Michael's Hospital
Fundersnot available
KeywordsMedicineInterquartile rangeCancerInternal medicineAnemiaRetrospective cohort studyGastroenterologyFerritinIron-deficiency anemiaPopulationSurgery

Abstract

fetched live from OpenAlex

188 Background: Gastric cancer is highly prevalent amongst men and women. While many studies have identified the prevalence and association of iron deficiency anemia (IDA) in all cancer patients, few have focused on the gastric cancer population. The primary objective of this study was to determine the proportion of patients with gastric cancer who developed IDA, and chemotherapy induced anemia (CIA) at our institution. Secondary objectives were to identify types and frequencies of IDA therapies used. Methods: A retrospective study was carried out in 110 consecutive gastric cancer patients from 2006 to 2014 at St. Michael’s Hospital, Toronto, Canada. Patient demographics, previous history of IDA, and IDA based therapies were reviewed. IDA was defined as hemoglobin (Hb) < 130 g/L in men and < 120g/L in women and iron deficiency (ID) was defined as a ferritin < 15m/L. SAS 9.3 was used to calculate frequencies and proportions. Results: Of the 110 patients (median age 68.5 [interquartile range (IQR): 58-76]), 72 (65%) were male. Most patients were diagnosed at stage IV (35%) with a mean Hb of 118 g/L (standard deviation (SD): 19.7 g/L). Only 18 (16%) patients had a history of IDA prior to cancer diagnosis, and 63 (57%) had IDA at time of gastric cancer diagnosis. Only 29 patients (45%) had ferritin levels tested at first oncology visit. Of the 110 patients, 71 patients had an open (32%) or laparoscopic (68%) surgery. A total of 66 patients received chemotherapy, and 50 (76%) developed CIA. In this sample, 9 (14%) experienced a chemotherapy dose delay and 20 (30%) had a dose reduction. At last follow up, 87 (79%) of patients were diagnosed with IDA. Red blood cell (RBC) transfusions were most frequently prescribed (95%), compared to oral (29%) or intravenous iron (12%). Conclusions: A total of 87 (79%) gastric cancer patients were diagnosed with IDA and nearly all patients received a RBC transfusion. We found that the diagnosis of IDA increased by 22% from the time of gastric cancer diagnosis to last follow up. There was a high proportion of IDA in our gastric cancer population despite inconsistent screening for ID. This highlights the need for consistent screening and targeted therapy for ID to reduce transfusions and improve quality of life in this 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)0.001
metaresearch head score (Gemma)0.001
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.074
GPT teacher head0.451
Teacher spread0.377 · 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
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".

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Citations3
Published2017
Admission routes2
Has abstractyes

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