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The Story of Orthopaedics

2000· article· en· W1977175586 on OpenAlexaboutno aff
Riad Barmada

Bibliographic record

VenueMedicine & Science in Sports & Exercise · 2000
Typearticle
Languageen
FieldArts and Humanities
TopicMedical History and Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsOrthopedic surgerySubspecialtyMedicineClassicsHistoryFamily medicineSurgery

Abstract

fetched live from OpenAlex

The Story of Orthopaedics Author: RANG, Mercer, MB, BS, FRCS (Eng) (Univ. of Toronto)Bibliographic Data: (ISBN: 0–7216-7141–1, W. B. Saunders, 2000, $79.00) 587 pages, hard cover Audiences: Orthopedic Surgeons, History of Medicine Scholars, Students Subjects: Orthopedics, History of Medicine Other Info: The book contains black-and-white illustrations. DESCRIPTION: This book is the story of the subspecialty of orthopedic medicine. PURPOSE: The purpose is to chronicle the contributions of individuals in the treatment of disorders which affect mainly the musculoskeletal system. This most worthy objective is more than adequately met by the author, who is a Professor of Surgery at the University of Toronto. His main interest is pediatric orthopedic surgery. He is a senior attending physician at the Hospital for Sick Children and the Bloorview MacMillan Center in Toronto. He has written other important books in orthopedics such as Children’s Fractures (Lippincott Williams & Wilkins, 1983) and Anthology of Orthopedics (E&S Livingston, LTD, 1966). It is the latter book, a collection of biographies and classic papers, which laid the foundation and drive for him to write this single authored masterpiece. AUDIENCE: The book is written mainly for anyone interested in medical history in general, and orthopedics in particular. The author is fully qualified to write this monumental work. ASSESSMENT: As one who has practiced close to three decades of orthopedics, I have witnessed some of this amazing story unfold. One can only hope, as this story is told, that the practice of limb amputation for such diseases as bone cancer will be viewed as a barbaric act which is no longer practiced by surgeons. The author is to be commended for this most excellent text. I very highly recommend it to all orthopedists, orthopedic residents, and others interested in medical history. SCORE: Weighted Numerical Score: 92 - ****

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.912
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.007
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0130.000

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 head0.024
GPT teacher head0.252
Teacher spread0.229 · 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

Citations1
Published2000
Admission routes1
Has abstractyes

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