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Record W2414837383

[Current status of ISO 15189 accreditation system].

2012· article· en· W2414837383 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

VenuePubMed · 2012
Typearticle
Languageen
FieldPharmacology, Toxicology and Pharmaceutics
TopicPharmacy and Medical Practices
Canadian institutionsnot available
Fundersnot available
KeywordsAccreditationMedical laboratoryCertificateGovernment (linguistics)Certification and AccreditationMedical educationBusinessMedicineEngineering managementEngineeringComputer scienceNursing
DOInot available

Abstract

fetched live from OpenAlex

The Japan Accreditation Board (JAB) mainly involves the ISO 15189 accreditation system with support from the Japanese Committee for Clinical Laboratory Standards (JCCLS). The currently available procedure to obtain accreditation is as below. Firstly, it is necessary for applicants to prepare ISO 15189 and related documents in each laboratory. Then a JAB assessor will conduct a preliminary assessment to check if the applicant is ready to be accredited. Subsequently, a team consisting of one to five JAB assessors and/or technical experts will conduct the initial assessment, usually for two days. Finally, the team will make a recommendation to the JAB Accreditation Committee for Medical Laboratory on its evaluation for accreditation. If the Accreditation Committee approves the recommendation of the assessment team, the applicant will be granted accreditation and issued with a certificate of accreditation. According to EU data in February 2011, about 1,300 medical laboratories obtained the ISO 15189 accreditation. The numbers of accredited laboratories are 482 in Germany, 276 in England, 209 in France, 100 in Czechoslovakia etc. Similarly, the data for the Asia-Pacific region in June 2011 showed that the numbers of accredited laboratories are 638 in Australia, 287 in India, 220 in Canada, 160 in Taiwan etc. Although 59 laboratories are accredited in Japan, the ISO 15189 accreditation is not so widespread compared with other countries. It is now expected that the government and/or related bodies will have sufficient understanding of this accreditation system to further its development in Japan. [Rinsho Byori 60: 653-659, 2012]

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)0.002
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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.912
Threshold uncertainty score0.486

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.255
GPT teacher head0.474
Teacher spread0.219 · 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