MétaCan
Menu
Back to cohort
Record W4321366918 · doi:10.2106/jbjs.23.00037

Rudolph A. Klassen, MD 1931-2022

2023· article· en· W4321366918 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

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.

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)0.006
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation 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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.196
Threshold uncertainty score0.390

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
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 head0.156
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