MétaCan
Menu
Back to cohort

Proposta de política de desenvolvimento de coleções para a biblioteca Carlos Barbosa do Instituto de Artes da Universidade Federal do Rio Grande do Sul

2007· article· en· W7910011 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Annals of Thoracic Surgery · 2007
Typearticle
Languageen
FieldComputer Science
TopicInformation Science and Libraries
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Promulgated by the Canadian surgeon Arthur Vineberg, internal mammary artery implantation received fairly widespread clinical application during the 1960s, only to be abandoned upon the introduction of coronary artery bypass grafting toward the end of the decade. By 1978, Hurst and Logue's The Heart (4th ed. New York: McGraw-Hill, page 1291) mentioned the procedure only to relate that "indirect myocardial revascularization using the internal thoracic artery is now seldom used." Between the introduction of the operation in 1945 and the mid-1960s, a remarkably hard-fought debate raged over the value of internal mammary artery implantation. Despite the fact that coronary arteriography ultimately demonstrated the viability of Vineberg's concept, for a variety of reasons the operation could not compete with coronary artery bypass grafting, and therefore rapidly fell into disuse. The central role the Vineberg procedure has played in the evolution of coronary revascularization surgery highlights the importance of reviewing the history of its development, application, and eventual abandonment. The Vineberg procedure was, after all, the first intervention documented to increase myocardial perfusion. Recent reports of long-term graft patency and clear patient benefit with internal mammary artery implants reinforce the belief that Vineberg should be given more credit for his work than he has generally received, and that internal mammary artery implantation should not be relegated to the status of a historical curiosity.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.761
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0010.003
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.089
GPT teacher head0.362
Teacher spread0.273 · 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