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Record W4390106648 · doi:10.1002/ejhf.3120

Real-World Candidacy to Mavacamten in a Contemporary Hypertrophic Obstructive Cardiomyopathy Population

2023· article· en· W4390106648 on OpenAlexaff
Edoardo Bertero, Chiara Chiti, Maria Alessandra Schiavo, Giacomo Tini, P. Costa, Giancarlo Todiere, Barbara Mabritto, Lorenzo‐Lupo Dei, Alessia Giannattasio, Davide Mariani, Carla Lofiego, Caterina Santolamazza, Emanuele Monda, Giovanni Quarta, Davide Barbisan, Giulia Elena Mandoli, Massimo Mapelli, Maurizio Sguazzotti, Francesco Negri, Simona De Vecchi, Michele Ciabatti, Daniela Tomasoni, Andrea Mazzanti, Francesca Marzo, Cesare de Gregorio, Claudia Raineri, Pier Filippo Vianello, Alberto Marchi, Giulia Biagioni, Eleonora Insinna, Vanda Parisi, Raffaello Ditaranto, Andrea Barison, Andrea Giammarresi, Gaetano Maria De Ferrari, Silvia G. Priori, Marco Metra, Maurizio Pieroni, Giuseppe Patti, Massimo Imazio, Enrica Perugini, Piergiuseppe Agostoni, Matteo Cameli, Marco Merlo, Gianfranco Sinagra, Michele Senni, Giuseppe Limongelli, Enrico Ammirati, Fabio Vagnarelli, Lia Crotti, Luigi P. Badano, Chiara Calore, Domenico Gabrielli, Federica Re, Giuseppe Musumeci, Michele Emdin, Emanuele Barbato, Beatrice Musumeci, Camillo Autore, Elena Biagini, Italo Porto, Iacopo Olivotto, Marco Canepa

Bibliographic record

VenueEuropean Journal of Heart Failure · 2023
Typearticle
Languageen
FieldMedicine
TopicCardiomyopathy and Myosin Studies
Canadian institutionsSurgical Specialties (Canada)
FundersMinistero della Salute
KeywordsMedicineCardiologyInternal medicineHypertrophic cardiomyopathyEjection fractionPopulationHeart failureVentricular outflow tract obstructionVentricular outflow tractCardiomyopathyAtrial fibrillation

Abstract

fetched live from OpenAlex

Abstract Aims In the EXPLORER-HCM trial, mavacamten reduced left ventricular outflow tract obstruction (LVOTO) and improved functional capacity of symptomatic hypertrophic obstructive cardiomyopathy (HOCM) patients. We sought to define the potential use of mavacamten by comparing real-world HOCM patients with those enrolled in EXPLORER-HCM and assessing their eligibility to treatment. Methods and results We collected information on HOCM patients followed up at 25 Italian HCM outpatient clinics and with significant LVOTO (i.e. gradient ≥30 mmHg at rest or ≥50 mmHg after Valsalva manoeuvre or exercise) despite pharmacological or non-pharmacological therapy. Pharmacological or non-pharmacological therapy resolved LVOTO in 1044 (61.2%) of the 1706 HOCM patients under active follow-up, whereas 662 patients (38.8%) had persistent LVOTO. Compared to the EXPLORER-HCM trial population, these real-world HOCM patients were older (62.1 ± 14.3 vs. 58.5 ± 12.2 years, p = 0.02), had a lower body mass index (26.8 ± 5.3 vs. 29.7 ± 4.9 kg/m2, p < 0.0001) and a more frequent history of atrial fibrillation (21.5% vs. 9.8%, p = 0.027). At echocardiography, they had lower left ventricular ejection fraction (LVEF, 66 ± 7% vs. 74 ± 6%, p < 0.0001), higher left ventricular outflow tract gradients at rest (60 ± 27 vs. 52 ± 29 mmHg, p = 0.003), and larger left atrial volume index (49 ± 16 vs. 40 ± 12 ml/m2, p < 0.0001). Overall, 324 (48.9%) would have been eligible for enrolment in the EXPLORER-HCM trial and 339 (51.2%) for treatment with mavacamten according to European guidelines. Conclusions Real-world HOCM patients differ from the EXPLORER-HCM population for their older age, lower LVEF and larger atrial volume, potentially reflecting a more advanced stage of the disease. About half of real-world HOCM patients were found eligible to mavacamten.

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)0.004
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 score0.002
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.000
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 head0.032
GPT teacher head0.287
Teacher spread0.255 · 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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Citations28
Published2023
Admission routes1
Has abstractyes

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