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Record W4321366918 · doi:10.2106/jbjs.23.00037

Rudolph A. Klassen, MD 1931-2022

2023· article· en· W4321366918 on OpenAlexaboutno aff

Bibliographic record

VenueJournal of Bone and Joint Surgery · 2023
Typearticle
Languageen
FieldHealth Professions
TopicHealth and Medical Studies
Canadian institutionsnot available
Fundersnot available
KeywordsPsychology

Abstract

fetched live from OpenAlex

Rudolph A. Klassen, MD 1931-2022Rudolph A. Klassen, MD, died on November 15, 2022. He was 91 years old. A generation of orthopaedic surgeons will always remember his skill, his wit, and his empathy for the suffering of humanity. Rudi was born in the city of Winnipeg in Manitoba, Canada, to Russian Mennonite immigrants. Like many children of immigrant parents, Rudi was expected by his family to succeed in academics. He graduated from the United College of Manitoba in Winnipeg and attended medical school at the University of Manitoba. During medical school he met and fell in love with his future wife, Frieda. They were married after graduation in the spring of 1956. They spent time providing medical care to Hutterite colonies in northern Alberta and Manitoba. Rudi was later recruited to LaMoure, North Dakota, to work as a general practitioner. He practiced there for 5 years, and during that time the seed for an orthopaedic career was planted. He entered the orthopaedic residency program at the University of Minnesota, where he developed an interest in pediatric orthopaedics and spine surgery. As he completed his residency, CARE International opened a children’s hospital in Tunis, Tunisia, prompting the young couple (now with 4 children) to combine those interests with their love of adventure and travel and take on the task. Now responsible for treating patients experiencing the negative effects of polio and congenital deformities, Rudi was initiated into the complexities of his career. During his 2 years in Tunis, he met Dr. Mark Coventry, who was the Chairman of Orthopedics at the Mayo Clinic at the time. When Rudi ended his commitment in Tunisia in 1969, Mark convinced him to join the Mayo Clinic staff in Rochester, Minnesota. Rudi practiced pediatric orthopaedics and spine surgery for nearly 40 years at the Mayo Clinic. His spine surgery career spanned the eras of Risser tables, body casts, and pedicle screw fixation, and he witnessed the transition from traction to 3-dimensional deformity correction. He was not a pioneer but rather a careful and skeptical assessor of each spike of progress. His advice to partners was always frank, encouraging, and practical, and came with an offer to “walk the walk” with you. In recognition of these skills, he was awarded the status of Mayo Physician of the Year in 1996. His residents recognized these qualities as well, honoring Rudi with multiple Teacher of the Year awards over the course of his career. His time as a general practitioner in North Dakota and the years spent in Tunisia left Rudi with a visceral knowledge of, and empathy for, what it was like to feel inadequate for the task at hand. This deep memory enabled him to relate to the hundreds of trainees he encountered. His advice to residents was always frank but supportive, and he engaged with them on a personal basis. He was loyal to them and imparted his assessments with a dry sense of humor. He wrote research articles on occasion and was Associate Professor at the Mayo Clinic College of Medicine, but his leitmotivs were clinical practice and education. His heart was focused on his patients, the residents, and the medical students. Rudi was also an avid outdoorsman. As a kid, he carried ice cut from the shores of Lake Winnipeg to the local neighborhood by bicycle. As an adult, he helped to map the Northwest Territories for the Canadian Government while on a break from college. He and Frieda even spent their honeymoon camping in a tent outside Jasper National Park, building a cabin for a previous professor. They went on to enjoy many camping and skiing trips with their 4 children. Rudi was not famous on a macro scale, as most of the physicians are whose obituaries are published in JBJS. Instead, he was an exemplar of the many who excel in the trenches of academic orthopaedic surgery: clinical practice and resident education. Such physicians are critically important and deserve recognition. J.R.C. M.E.C.

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)0.000
metaresearch head score (Gemma)0.001
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: Other · Consensus signal: Other
Teacher disagreement score0.127
Threshold uncertainty score0.423

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.1270.051

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 head0.156
GPT teacher head0.420
Teacher spread0.264 · 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
GenreOther

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

Citations0
Published2023
Admission routes1
Has abstractyes

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