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Record W3014674869 · doi:10.1177/0846537120910741

Seventy Years and Counting: The Canadian Association of Radiologists’ Journal

2020· article· en· W3014674869 on OpenAlexaffabout
Brian C. Lentle, Dennis Hammond, Stuart Houston

Bibliographic record

VenueCanadian Association of Radiologists Journal · 2020
Typearticle
Languageen
FieldMedicine
TopicRadiology practices and education
Canadian institutionsUniversity of SaskatchewanUniversity of OttawaOttawa HospitalUniversity of British Columbia
Fundersnot available
KeywordsSpecialtyPublishingMedicinePublicationFace (sociological concept)Association (psychology)Library scienceFamily medicinePolitical scienceSocial scienceLawPsychologySociology

Abstract

fetched live from OpenAlex

Canadian radiology has its roots embedded in Montréal and this is no less true of the Canadian Association of Radiologists Journal, now celebrating its 70th Anniversary with the appointment of a new editor. A journal, Les Rayons-X—a monthly illustrated review published in Montréal and edited by Dr Henri Lasnier– preceded it by 40 years. Les Rayons-X was to last only 7 issues. However, Dr Lasnier clearly recognized the importance of a journal to what was then an emerging specialty. By 1950, the Canadian Association of Radiologists became the first specialty society in Canada to publish a scientific journal. We reflect on some facets of the evolution of the journal from a cottage industry to its adoption by a major publishing house and through the hands of 14 editors. In that time, radiology itself has undergone remarkable changes in its technological infrastructure leading to profound changes in the capacity of radiological practitioners and scientists to diagnose and treat disease. These changes themselves impose some constraints on a general radiology journal. The Association has at times faced substantial challenges that led to questions about its ability to sustain a journal in the face of competing priorities. Those challenges will likely recur in the future, not least in the face of other better-resourced journals. As the Canadian Association of Radiologists has evolved into a distinctive voice in Canadian medicine, we argue that a strong case can be made for preserving a platform for Canadian radiology featuring Canadian observations and perspectives, both scientific and “political.”

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)0.017
metaresearch head score (Gemma)0.064
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.569
Threshold uncertainty score0.866

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.064
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0080.010
Science and technology studies0.0180.017
Scholarly communication0.0270.009
Open science0.0040.005
Research integrity0.0100.015
Insufficient payload (model declined to judge)0.0180.008

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 head0.026
GPT teacher head0.276
Teacher spread0.249 · 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 designNot applicable
Domainnot available
GenreEditorial

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".

Quick stats

Citations1
Published2020
Admission routes2
Has abstractyes

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