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Abstract 15192: The Impact of Fontan Circulatory Failure on Heart Transplant Survival: A 20 Center Study

2023· article· en· W4389958640 on OpenAlexaff
Kurt R. Schumacher, David N. Rosenthal, Adriana Batazzi, Sunkyung Yu, Garrett Reichle, Maria Bano, Shriprasad R. Deshpande, Matthew J. O’Connor, Humera Ahmed, Sharon Chen, Lydia Wright, Steven J. Kindel, Anna Joong, Michelle Ploutz, Brian Feingold, Justin Godown, Chad Mao, Angela Lorts, Kathleen E. Simpson, Aecha Ybarra, Marc E. Richmond, Shahnawaz Amdani, Jennifer Conway, Elizabeth D. Blume, Melissa K. Cousino

Bibliographic record

VenueCirculation · 2023
Typearticle
Languageen
FieldMedicine
TopicTransplantation: Methods and Outcomes
Canadian institutionsStollery Children's Hospital
Fundersnot available
KeywordsMedicineInternal medicineUnivariate analysisCohortHeart failureHypoplastic left heart syndromeFontan procedureCardiologyHeart diseaseMultivariate analysis

Abstract

fetched live from OpenAlex

Introduction: Fontan circulatory failure (FCF) is a chronic state in palliated single ventricle heart disease with high morbidity and mortality including heart failure, multisystem end-organ disease, and need for heart transplant (HT). Specific FCF morbidities have not been rigorously defined limiting study of how FCF morbidities impact pre- and post-HT outcomes. Hypothesis: FCF-specific morbidities affect survival from HT waitlisting (WL) through 1-year post-HT. Methods: This 20-center, retrospective cohort study collected demographic, medical/surgical history, WL data, and peri- and post-HT data in Fontan patients WL since 2008. Using Delphi methodology, investigators defined FCF-specific morbidities and collected data. Appropriate univariate 2-group statistics compared surviving individuals with those who 1) died anytime from WL to 1-year post-HT, 2) died on the WL, 3) died within 1-year post-HT. Multivariable logistic regression determined independent risk factors for mortality between WL and 1-year post-HT. Results: Of 409 WL patients, 24 (5.9%) died on the WL. Of the 316 (77%) who underwent HT, 27 (8.5%) did not survive to 1-year. Univariate risk factors for WL death included higher aortopulmonary collateral burden, > 1 hospitalizations in prior year, younger age, sleep apnea, higher NYHA class, non-enrollment in school or work, and single-parent home. Risk factors for 1-year post-HT mortality included HLHS diagnosis, patent fenestration, anatomic Fontan obstruction, clinical cyanosis (pulse oximetry < 90%), polycythemia, portal variceal disease, psychiatric disease requiring treatment, and higher HLA class II PRA. For the 15% of patients not surviving from WL to 1-year post-HT, independent risk factors for mortality included >1 hospitalization in the year prior to WL (aOR 2.0, p=0.05) and clinical cyanosis (aOR 5.0, p=0.002). Notably, some FCF morbidities did not impact post-WL survival including protein-losing enteropathy, plastic bronchitis, and kidney disease. Conclusions: Fontan-palliated patients continue to have high mortality from WL through HT. Among FCF specific morbidities, cyanosis is associated with worsened survival and needs further study. Continued study of FCF phenotype is possible via this dataset.

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)0.002
metaresearch head score (Gemma)0.003
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 score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.058
GPT teacher head0.368
Teacher spread0.310 · 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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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