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Record W2994947009 · doi:10.1182/blood-2019-129087

Validation of the Ottawa Score in Cancer Patients with Venous Thromboembolism. the Predicare Cohort Study

2019· article· en· W2994947009 on OpenAlexaboutno aff
Guy Meyer, Céline Chapelle, Philippe Girard, Florian Scotté, Anne Lamblin, Silvy Laporte

Bibliographic record

VenueBlood · 2019
Typearticle
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePulmonary embolismInternal medicineCancerLow molecular weight heparinClinical endpointCohortSurgeryDeep veinAsymptomaticThrombosisClinical trial

Abstract

fetched live from OpenAlex

Introduction Venous thromboembolism (VTE) is a difficult to treat condition in patients with cancer with a persisting risk of recurrent VTE during anticoagulant treatment with low-molecular weight heparin (LMWH). Recent data suggest that direct oral anticoagulants (DOACS) are associated with a lower risk of recurrence but a higher risk of bleeding in these patients. Predicting the risk of recurrent VTE with LMWH may help to select the best treatment option. We conducted a prospective multicenter observational cohort study in cancer patients with VTE treated with tinzaparin for 6 months in order to validate the Ottawa score (NCT03099031) and search for additional risk of recurrent VTE. The Ottawa score is composed of 5 variables, female sex (+1), lung cancer (+1), breast cancer (-1) cancer stage 1 (-2) and previous DVT (+1). A score ≤0 is associated with a low risk of recurrent VTE. Methods Adult cancer patients with recent diagnosis of documented symptomatic or incidental VTE (deep vein thrombosis (DVT) or pulmonary embolism (PE) treated with tinzaparin for 6 months were included in the study. The primary endpoint was the recurrence of symptomatic or asymptomatic VTE within the first 6 months of treatment with tinzaparin. Other endpoints were symptomatic recurrent VTE, major bleeding, heparin induced thrombocytopenia (HIT), all-cause mortality within 3 and 6 months. All events were adjudicated by a Central Adjudication Committee. Time-to-event outcomes were estimated by the Kalbfleisch and Prentice method to take into account the competing risk of death. Cumulative incidences were presented with corresponding 95% confidence interval (95% CI). To validate the Ottawa score, the area under the curve (AUC) and its 95% CI were calculated on receiver operating characteristic (ROC) curve analysis; the most discriminant cut-off was then determined by calculating the Youden index. Univariate and multivariate analyses were performed to identify additional predictive factors of recurrent VTE to those included in the Ottawa score using the Fine and Gray method and adjusted on factors included in the Ottawa score. Hazard ratio and their 95% CI were calculated. Results A total of 409 patients were included and analyzed on an intention-to-treat basis; the median age was 68 years and 51% of patients were males. 60.4% of patients had a PE (with or without DVT) .64% received chemotherapy at inclusion or in the month before inclusion. Lung (31.3%) and digestive track (18.3%) cancers were the most common cancer types and 67.0% had stage IV cancers. According to Ottawa score, 58% of patients were classified at high clinical probability of recurrence (score ≥ 1). During the 6 months treatment period, 23 patients had a recurrent VTE, yielding a cumulative incidence of 6.1% (95% CI 4.0-9.3) with a median time for recurrent VTE of 33 days. The recurrence rate of VTE was estimated to 7.8% (95% CI 4.9-12.5) for patients classified at high risk of recurrence according to the Ottawa score (score ≥ 1) compared to 3.8% (95%CI 1.6-8.9) for other patients (Ottawa score < 1). AUC of the Ottawa score was 0.60 (95% CI 0.55-0.65). In multivariable analysis, none of the potential risk factors for recurrent VTE was significantly associated with recurrent VTE at 6 months. During the 6 months treatment period, 15 patients had a major bleeding and 2 patients experienced a HIT. At 3 and 6 months, 104 and 144 patients had died yielding a cumulative incidence of 26.1%, (95% CI 21.8-30.4) and 37.8% (95% CI 32.8-42.9), respectively. The main cause of death was underlying cancer. Conclusion In this prospective cohort of patients with cancer receiving LMWH for VTE, the Ottawa score did not accurately predict recurrent VTE. No other clinical predictor of recurrent VTE was identified in this study. Disclosures Meyer: Bayer: Other: travel support; LEO pharma: Other: travel support, Research Funding; SANOFI: Other: travel support, Research Funding; BMS-Pfizer: Other: travel support, Research Funding; Boehringer Ingelheim: Research Funding. Girard:Leo Pharma: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other: travel support. Scotté:LEO Pharma A/S: Honoraria, Research Funding, Speakers Bureau; Pfizer: Honoraria, Research Funding, Speakers Bureau; Tesaro: Honoraria, Research Funding, Speakers Bureau; Amgen: Honoraria, Research Funding, Speakers Bureau; BMS: Honoraria, Research Funding, Speakers Bureau; Roche: Honoraria, Research Funding, Speakers Bureau; MSD: Honoraria, Research Funding, Speakers Bureau; Pierre Fabre Oncology: Honoraria, Research Funding, Speakers Bureau. Lamblin:Leo Pharma: Employment. Laporte:Bayer: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Boston scientific: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Leo-Pharma: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Sanofi: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; BMS: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Pfizer: Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Boehringer-Ingelheim: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; MSD: Consultancy, Membership on an entity's Board of Directors or advisory committees.

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)0.003
metaresearch head score (Gemma)0.007
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 score0.013
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.008
GPT teacher head0.238
Teacher spread0.230 · 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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Citations1
Published2019
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