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Abstract 18376: Angiographic Graft Patency After Multivessel Minimally Invasive Coronary Artery Bypass Grafting: MICS CABG Patency Study

2012· article· en· W2243108322 on OpenAlexaff
Joseph T. McGinn, Masood A Shariff, Harry Lapierre, Benjamin Sohmer, Nikhil Goyal, Marc Ruel

Bibliographic record

VenueCirculation · 2012
Typearticle
Languageen
FieldMedicine
TopicCardiac and Coronary Surgery Techniques
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsMedicineBypass graftingArteryCardiologyInternal medicineSurgeryGrafting

Abstract

fetched live from OpenAlex

Objective: Previous publications from our institutions have shown that minimally invasive coronary artery bypass grafting (MICS CABG) is safe, widely applicable, and associated with fewer infections, less transfusions, and better recovery than standard CABG. However, graft patency rates are unknown. The MICS CABG Patency Study prospectively evaluated angiographic bypass graft patency at 6 months after MICS CABG. Methods: In this dual-center study, 61 patients were prospectively enrolled and underwent MICS CABG through a 4-7cm left thoracotomy approach, where the left internal thoracic artery (LITA), the ascending aorta for proximal anastomoses, and all distal coronary targets were accessed without endoscopic or robotic assistance. The primary outcome was graft patency at 6 months, using 64-slice CT angiography. Secondary outcomes included conversions to sternotomy and major adverse cardiovascular events (MACE). ( Clinical Trial Registration Unique identifier: NCT01334866 ) Results: Mean age was 64.1±8.1 years, the mean ejection fraction was 48.8±10.4%, and there were 8 females in the study (13.1%). Surgeries were performed off-pump in 52 patients (85.2%). Complete revascularization was achieved in all patients, and the median number of grafts was 3. There was no perioperative mortality, no conversion to sternotomy, and 1 reopening for bleeding. Transfusion occurred in 15 patients (24.6%).The median length of hospital stay was 4 days, and patients were followed-up to 6 months, with no mortality or MACE. At 6 months, overall CT angiographic graft patency was 91.2% for all grafts, and 100% for LITA grafts. Conclusions: MICS CABG is safe, feasible, and associated with excellent rates of graft patency at 6 months post-surgery.

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)0.001
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.022
GPT teacher head0.260
Teacher spread0.238 · 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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Citations0
Published2012
Admission routes1
Has abstractyes

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