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Record W2917469099 · doi:10.1182/blood-2018-99-110264

Appropriateness of B12 Administration in a Real-World Population

2018· article· en· W2917469099 on OpenAlexaffabout
William K. Silverstein, Yulia Lin, Christoffer Dharma, Ruth Croxford, Matthew C. Cheung

Bibliographic record

VenueBlood · 2018
Typearticle
Languageen
FieldMedicine
TopicFolate and B Vitamins Research
Canadian institutionsHealth Sciences CentreInstitute for Clinical Evaluative SciencesSunnybrook Health Science CentreUniversity of Toronto
Fundersnot available
KeywordsMedicineCohortPopulationMedical prescriptionPediatricsVitamin B12Cohort studyRandomized controlled trialInternal medicineEnvironmental health

Abstract

fetched live from OpenAlex

Abstract Introduction B12 deficiency can lead to multiple complications, including severe pancytopenia, spinal cord demyelination, and cognitive dysfunction. Randomized controlled trials have demonstrated oral B12 supplementation is as effective as parenteral B12 administration in improving hematologic abnormalities and raising B12 levels. Despite this evidence base, a high proportion of patients continue to receive intramuscular (IM) B12. We assessed the prevalence of inappropriate B12 supplementation in a large population-based cohort. Methods We undertook a population-based, retrospective cohort study with the Institute for Clinical and Evaluative Sciences (ICES) in Ontario, Canada. ICES houses health service records for 13 million Ontarians, including laboratory values from the Ontario Laboratories Information System (OLIS), which contains 92% of annual provincial test volumes; the Ontario Drug Benefit (ODB) database, which houses prescriptions, including IM B12, for all Ontarians aged 65 and above; and the Ontario Health Insurance Program (OHIP), which contains all billing claims for physician services (including intramuscular B12 injections). We included all patients (≥ 65 years or above) that received an IM B12 injection between September 1, 2009 and September 30, 2015, identified from both ODB and OHIP databases. Inappropriate B12 supplementation was defined as (1) IM B12 administration following a documented normal B12 level (≥250 pmol/L); or (2) no documented B12 testing in the 12 months prior to supplementation. Appropriate IM B12 supplementation occurred in those with documented B12 deficiency (<250 pmol/L) or a diagnosis of inflammatory bowel disease (IBD) or malabsorptive disorders. Other outcomes we evaluated included patterns of B12 prescribing, frequency of B12 level retesting in patients receiving supplementation, and the overall prevalence of B12 deficiency. Logistic regression analysis was used to determine physician and patient variables that predicted inappropriate B12 supplementation. Results A total of 173,138 Ontarians received at least one IM B12 prescription during the study interval. Of these, 37,801 (21.8%) had a normal serum B12 level (≥ 250 pmol/L) in the preceding twelve months, and an additional 73,886 (42.7%) had no documented B12 test in the preceding 12 months, suggesting that these prescriptions were inappropriate. Only 61,451 (35.5%) of patients that received IM B12 had documented B12 deficiency (<250 pmol/L) in the preceding 12 months. Only 1.1% (n=1925) of all IM prescriptions were to patients with B12 deficiency and either IBD or a malabsorptive disorder. Each patient received an average of 4.01 prescriptions during the study period (SD: 5.77; median: 2; range:1-198) from an average of 1.29 physicians (SD: 0.72; median: 1; range:1-32). The average length of time between the initial and first repeat prescription was 309.6 days (SD: 28.21, median: 263; range: 0-2206). On average, those patients that were tested were re-tested an average of 3.2 times during the 6-year study period (SD: 2.81, median: 3; range: 1-295). The overall prevalence of B12 deficiency in all patients tested in Ontario during the study interval was 7.7% (<150 pmol/L; n=500,453) or 46.9% (<250 pmol/L; n=3,056,986). Conclusion The prevalence of inappropriate B12 supplementation is extensive. Nearly two-thirds (65.6%) of patients received an IM B12 injection with either a documented normal B12 level or without B12 documentation in the year prior to supplementation. In this era of Choosing Wisely, our findings suggest that initiatives are required to educate physicians and patients on appropriate indications for IM B12 prescriptions. Disclosures No relevant conflicts of interest to declare.

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)0.004
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 score0.240
Threshold uncertainty score0.478

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
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 head0.039
GPT teacher head0.354
Teacher spread0.315 · 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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Citations0
Published2018
Admission routes2
Has abstractyes

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