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Record W2080727444 · doi:10.3769/radioisotopes.59.329

Importance of a 99Mo/99mTc Generator and a Perspective of Nuclear Medicine in the Face of the Difficult Situation of Supply Shortage of 99mTc from the Viewpoint of a Nuclear Medicine Specialist

2010· article· en· W2080727444 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.

fundA Canadian funder is recorded on the work.
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

VenueRADIOISOTOPES · 2010
Typearticle
Languageen
FieldMedicine
TopicMedical Imaging Techniques and Applications
Canadian institutionsnot available
FundersAtomic Energy of Canada Limited
KeywordsEconomic shortageNuclear medicinePerspective (graphical)Generator (circuit theory)Face (sociological concept)MedicineMedical physicsPhysicsComputer scienceSociologyPhilosophyArtificial intelligence

Abstract

fetched live from OpenAlex

99mTc供給不足という厳しい状況で,99mTc標識放射性医薬品を列挙し,その臨床的有用性を述べた。我が国での99mTc製剤の供給と99Mo/99mTcジェネレータ販売実績を経時的に記述した。一体型SPECT/CT装置は2核種同時収集と機能,形態の両方の情報が得られるため,更なる普及が望まれる。パリで開催されたOECD/NEA要旨とトロントで開催された第56回米国核医学会議での記者会見を紹介し,現在の問題点,取り組むべき課題を提示した。埼玉県内で施行されたアンケート調査では,99Moの国産化などが99mTc供給不足の解決策として挙げられた。これに関連して,JMTRでの99Mo国産化計画が現在,進行中であることを紹介した。99mTcの安定供給を確立した上で今後核医学が発展するための課題として,半導体検出器を用いた一体型SPECT/CT装置の開発,新しい放射性医薬品の臨床応用,従来のSPECT検査の再評価などを挙げた。

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.788
Threshold uncertainty score0.693

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.014
GPT teacher head0.283
Teacher spread0.269 · 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