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Comparison of Incidence and Investigation of In-Hospital Pulmonary Embolism In Patients Receiving Dalteparin Prophylaxis Following Elective Knee Replacement at Two Hospitals

2010· article· en· W2979912181 on OpenAlexaff
Lori Ann Linkins, Connor P Warne, Mark Crowther

Bibliographic record

VenueBlood · 2010
Typearticle
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsSt. Joseph's HospitalMcMaster University
Fundersnot available
KeywordsMedicinePulmonary embolismIncidence (geometry)Medical recordSurgeryAnesthesia

Abstract

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Abstract Abstract 4388 Background: The incidence of in-hospital pulmonary embolism (PE)in patients who received dalteparin prophylaxis following elective total knee replacement (TKR) at a tertiary care centre was reported to be surprisingly high at 4.6% (Kerr et al, Thromb Haemost 2010, 103:123-128). Objective: To compare the incidence and investigation of in-hospital PE between two centres that used dalteparin prophylaxis following elective TKR. Method: Charts of consecutive patients who underwent elective TKR and received dalteparin prophylaxis between January and June 2008 were retrospectively reviewed. A standardized case report form was used to abstract data on patient age, gender, type of surgery, risk factors for venous thromboembolism (VTE)(i.e. active cancer, prior history of VTE, hormonal therapy), results of imaging studies performed for suspected VTE, and in-hospital death. Electronic records were reviewed for 90 days after the date of surgery to capture subsequent studies for VTE performed at the same institution. Because the original study identified postoperative day 3 (POD#3) as the day that the majority of investigations were ordered for PE, a subgroup of 100 patients were randomly selected at each site, and data were abstracted on vital statistics which may have raised suspicion of PE: requirement for at least 2 litres of oxygen to keep oxygen saturation ≥ 92% or heart rate > 100 beats per minute or systolic blood pressure < 100 mmHg (These values were selected based on data from the original study). Results: The protocol at both hospitals dictated that the first dose of dalteparin (5,000 units subcut) was to be given on POD#1. At Hospital A only, 54 patients (12%) received dalteparin 2,500 units subcut 6 hours after surgery (personal practice of one surgeon). None of the in-hospital PEs were fatal. The incidence of VTE (non-fatal and fatal) after discharge is less reliable because patients may have presented for medical attention at centres other than the hospital where they underwent surgery or died at home. In the POD#3 substudy, the proportion of patients investigated for in-hospital PE was 11% and 3%, at Hospital A and Hospital B, respectively and the proportion of patients investigated for PE who were diagnosed with PE was 54% (6/11) and 0, respectively. The proportion of patients with at least one vital statistic which may have raised suspicion of PE on POD#3(hypoxia, tachycardia, hypotension) was similar at the two sites (45% vs 43%). Conclusion: The higher incidence of in-hospital PE in one of two hospitals using the same method of thromboprophylaxis following elective TKR was likely the result of a more aggressive approach to investigation. The clinical importance of detecting these emboli is uncertain. Disclosures: Crowther: Pfizer: Consultancy; Leo Pharma: Research Funding; Boehringer Ingelheim: Research Funding.

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)0.008
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 score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
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 head0.007
GPT teacher head0.269
Teacher spread0.262 · 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
Published2010
Admission routes1
Has abstractyes

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