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Record W2901537792 · doi:10.1182/blood-2018-99-117677

"Part of the Ritual": a Qualitative Study of Patient and Physician Perspectives on the Use of Anticoagulation for Improving Pregnancy Outcomes in Obstetrical Antiphospholipid Syndrome

2018· article· en· W2901537792 on OpenAlexaffabout
Leslie Skeith, Marc Rodger, Shannon M. Bates, Carol Gonsalves, Taryn Taylor

Bibliographic record

VenueBlood · 2018
Typearticle
Languageen
FieldMedicine
TopicHeparin-Induced Thrombocytopenia and Thrombosis
Canadian institutionsWestern UniversityMcMaster UniversityOttawa HospitalUniversity of Calgary
Fundersnot available
KeywordsMedicineAntiphospholipid syndromePregnancySpecialtyLow molecular weight heparinThrombophiliaPopulationFamily medicineQualitative researchThrombosisGrounded theoryIntensive care medicinePediatricsObstetricsSurgery

Abstract

fetched live from OpenAlex

Abstract INTRODUCTION: Antiphospholipid syndrome is an acquired thrombophilia associated with recurrent pregnancy loss. Treatment with low-molecular-weight heparin (LMWH) and/or aspirin (ASA) during pregnancy to prevent future loss is based on limited trial data with mixed results. Given the clinical equipoise, we sought to understand how patients and physicians navigate the decision-making process for use of antepartum LMWH and/or ASA. This research is needed to inform the feasibility of future research that seeks to resolve the question of treatment efficacy in this patient population. METHODS: Following constructivist grounded theory (CGT) methodology, we interviewed 10 patients and 10 thrombosis physicians in Ottawa, Canada from January 2017 to March 2018. Patients were drawn from women included in the TIPPS (Thrombophilia in Pregnancy Prophylaxis Study) screening logs and from consecutive women attending a specialty Thrombosis Clinic who met the revised Sapporo/Sydney laboratory criteria and had at least 1 prior late loss or 2 early losses (<10 weeks gestation). Data collection and analysis occurred iteratively, in keeping with CGT methodology. RESULTS: Our analysis generated three predominant themes, present across both patient and physician interviews, which captured a patient-led decision-making experience: (1) Accepting Uncertainty, (2) Focusing on Safety and (3) Managing High Stakes. Many patients accepted the uncertainty of their situation; they felt hopeful but were also reluctant to expect a better pregnancy outcome. This was echoed in the physician interviews, which emphasized the uncertainty of LMWH/ASA in improving outcomes when counselling patients on their options. Both groups focused on the low-risk nature and safety of these medications. Patients focused on safety to the fetus, with little concern for maternal risk. Finally, patients and physicians acknowledged the high emotional burden and what was at stake: avoiding further pregnancy loss. Patients responded to their situation by taking action (i.e. using LMWH injections became a "ritual") whereas physicians reacted by removing themselves from the final decision and "[leaving] it up to the patient". CONCLUSION: In this setting of clinical equipoise and in the absence of serious safety concerns, decision-making around antepartum LMWH/ASA was largely directed by informed patient choice. These findings should be considered when designing future research on the role for LMWH/ASA in this population, as it suggests that the perceived benefits of treatment go beyond improving pregnancy rates. Rather, patients seem to derive psychological benefit from the process of taking action, even in the absence of a guaranteed good outcome. Disclosures Skeith: Leo Pharma: Honoraria; CSL Behring: Research Funding. Rodger:Biomerieux: 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)0.023
metaresearch head score (Gemma)0.037
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.038
Threshold uncertainty score0.119

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0230.037
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0150.015
Scholarly communication0.0060.005
Open science0.0030.007
Research integrity0.0030.006
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 head0.076
GPT teacher head0.331
Teacher spread0.254 · 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 designQualitative
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

Citations0
Published2018
Admission routes2
Has abstractyes

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