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Record W31922699 · doi:10.15586/jptcp.v27i1.655

Sekundárne ostenie a ochrana proti priesakom vody na vetracej šachte tunela Branisko.

2001· dissertation· en· W31922699 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

Venuenot available
Typedissertation
Languageen
FieldEngineering
TopicStructural Engineering and Materials Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsPhysicsTheologyPhilosophy

Abstract

fetched live from OpenAlex

Romosozumab (ROMO) is a recently approved monoclonal antibody (approved by the U.S. Food and Drug Administration [FDA] in April 2019 and Health Canada in June 2019) for the treatment of osteoporosis in postmenopausal women. ROMO works by selectively inhibiting sclerostin-a glycoprotein that inhibits osteoblasts and further promotes bone resorption. The authors reviewed three phase III clinical trials (Fracture Study in Postmenopausal Women with Osteoporosis [FRAME], Active-Controlled Fracture Study in Postmenopausal Women with Osteoporosis at High Risk [ARCH], and STudy evaluating the effect of RomosozUmab Compared with Teriparatide in postmenopaUsal women with osteoporosis at high risk for fracture pReviously treated with bisphosphonatE therapy [STRUCTURE]) that demonstrated ROMO's ability to increase bone mineral density (BMD) at the lumbar spine and hip and the risk of vertebral and clinical fractures. Additionally, clinical trials demonstrated the risk for serious cardiovascular events among patients that received ROMO, and these severe adverse reactions deserve further investigation. Although ROMO presents as a potentially exciting therapeutic with serious clinical implications, the authors recommend further analysis using real-world evidence (RWE) studies to fully elucidate the cardiovascular event risk associated with ROMO administration.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.245
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.004
GPT teacher head0.197
Teacher spread0.193 · 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