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Record W2417694143

[Two types of diaphragmatic plication; therapeutic plication and prophylactic plication].

2014· article· en· W2417694143 on OpenAlexaff
Sumiko Maeda, Tetsu Sado, Akira Sakurada, Yoshinori Okada, Takashi Kondo

Bibliographic record

VenuePubMed · 2014
Typearticle
Languageen
FieldMedicine
TopicCongenital Diaphragmatic Hernia Studies
Canadian institutionsInstitute of Aging
Fundersnot available
KeywordsMedicineDiaphragmatic breathingDiaphragm (acoustics)SurgeryParalysisThymomaMediastinal tumorAnesthesiaVentilation (architecture)Mechanical ventilationMediastinum
DOInot available

Abstract

fetched live from OpenAlex

Plication of the hemidiaphragm is effective to relieve respiratory symptoms such as exertional dyspnea and orthopnea of the patients with unilateral diaphragmatic paralysis. We have experiences of 2 types of diaphragmatic plication;one for the symptomatic patients with unilateral diaphragmatic paralysis, and the other for the patients who underwent phrenicotomy during extended surgery for a recurrent thymoma. The former plication was performed for a therapeutic purpose to alleviate the patient's symptoms. The latter was performed for a prophylactic purpose to keep the patient free from possible symptoms or postoperative morbidity after phrenicotomy. Case 1:A 65-year-old female with an eventration of the right diaphragm underwent a sternal resection and reconstruction for a large desmoid tumor. After continuous mechanical ventilation for 3 months, she was still under noninvasive positive pressure ventilation( NPPV) for 24 hours a day. Plication of the right hemidiaphragm was performed and the patient was successfully weaned from NPPV. Case 2:A 41-year-old female with myasthenia gravis underwent a surgery for a recurrent thymoma. Left phrenicotomy was necessary to achieve a complete resection of the tumor. Plication of the left diaphragm was performed during the tumor resection to prevent possible respiratory complications. Postoperative course was uneventful, and her vital capacity was well maintained.

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)0.000
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.002

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 head0.018
GPT teacher head0.246
Teacher spread0.228 · 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

Citations3
Published2014
Admission routes1
Has abstractyes

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