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Robert Wilson Jackson, OC, MD, FRCS, FRCSc, FRCS(Ed): A Conversation with the Editor

2002· article· en· W1273666839 on OpenAlexaboutno aff
Robert W. Jackson

Bibliographic record

VenueBaylor University Medical Center Proceedings · 2002
Typearticle
Languageen
FieldMedicine
TopicBone fractures and treatments
Canadian institutionsnot available
Fundersnot available
KeywordsInternshipMedicineWifeOrthopedic surgeryLibrary scienceGeneral surgeryMedical educationSurgeryPolitical science

Abstract

fetched live from OpenAlex

Robert Jackson (Figure ​(Figure11) was born in Toronto, Canada, in 1932 and grew up there. He received his medical degree from the University of Toronto in 1956. After a rotating internship, he did a year of research in the orthopaedic surgery department at one of the hospitals connected to the University of Toronto; for his work during that year on the proper management of fractures of the tibia, he received the International Award from the American Association for the Surgery of Trauma. After the year of research, he did 2 years of training in general surgery in Toronto. After another year in orthopaedic research in Boston, he did 18 months of orthopaedic training at the Royal National Orthopaedic Hospital in England and then 12 months of additional training in Bristol. He and his wife then returned to Toronto and the Department of Orthopaedics at the University of Toronto.

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 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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.141
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0020.000

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 head0.006
GPT teacher head0.192
Teacher spread0.186 · 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 teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

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

Citations2
Published2002
Admission routes1
Has abstractyes

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