MétaCan
Menu
Back to cohort

John C. Kelleher, M.D., 1918 to 2003

2006· article· en· W2008493039 on OpenAlexaboutno aff
George J. Baibak

Bibliographic record

VenuePlastic & Reconstructive Surgery · 2006
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCleft Lip and Palate Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineExcellenceProgram directorWhite (mutation)ClubSpanish Civil WarArt historyHistoryLawMedical educationArchaeologyAnatomy

Abstract

fetched live from OpenAlex

Plastic surgery lost a remarkable person of excellence, original thinking, and teaching to complications from a stroke on August 8, 2003. Born in Youngstown, Ohio, on September 7, 1918, John C. Kelleher grew up in Lorain, Ohio, excelled in sports, graduated from high school, and became a member of his high school’s hall of fame. He went to Notre Dame, where he played football as quarterback and famously kicked a field goal to beat Big 10 powerhouse Purdue 3-0 in 1939. He regularly attended Notre Dame games, organizing tours of family and friends until shortly before his death. His medical career began at Jefferson, from which he graduated in 1944. He served during World War II as a captain in Medical Corps in Goose Bay, Newfoundland. He served residencies in Detroit, Michigan, and King’s County, Brooklyn, New York, and had a hand fellowship with Willy White. He moved to Toledo, Ohio, in 1951 to become the first plastic surgeon in that community because he found a need there. In 1953, he assembled a group of orthodontists, ear, nose, and throat specialists, speech therapists, and social workers to establish a cleft palate program, which persists today. In 1968, with Drs. Jim Sullivan and George Baibak, he established a residency in plastic and reconstructive surgery and taught approximately 90 residents until his 70s. To quote one of his early residents, “We are not just better plastic surgeons for working for John and the group but better doctors in the true sense of the word. The group set the bar very high. Naturally, you try very hard to clear it!” He was knowledgeable and innovative. He pioneered transposing digits to reconstruct thumb loss, both traumatic and congenital. He pioneered and promoted thin pedicle tissue flaps to provide more functional tissue coverage. His program established a dedicated eight-bed burn unit at St. Vincent Medical Center in 1968. The method of burn scar excision on the plane of the deep scar for functional and cosmetic skin graft reconstruction was developed by John. He lived trying to improve. His mantra was “don’t just do another one, do a better one.” He continued his nonprofessional life in sports–-skiing, golfing, and playing squash–-and excelled in all. Although plastic surgery is often equated with cosmetic procedures, reconstructive surgery dominated his practice. Education was his greatest love (after Notre Dame). To quote Harry J. Buncke, “He was one of the most outstanding plastic surgeons of the century.” His contributions and involvement in the medical community included being chief of staff at Mercy Hospital in Toledo and president of the Lucas County Academy of Medicine. He was on the board of directors of the American Board of Plastic Surgery from 1972 to 1978 and was president of the American Association of Plastic Surgeons in 1986. He had an assistant clinical professorship and appointment at the Medical University of Ohio at Toledo. It would be impossible to catalog here his involvement in numerous local and national committees and his many publications in the national literature. He thought in broad brushstrokes about our profession and humanity. John and Rosemary (Rosie), his wife of 63 years, had nine children. He loved inspiring, teaching, coaching, and enjoying their activities, from school to backyard football. His eldest son, John, became a plastic surgeon. In later life, he enjoyed his grandchildren and great grandchildren with typical grandparent pride. John is much missed by all. The community and medical profession have lost a dedicated pioneer, leader, innovator, teacher, and, above all, a true gentleman physician. I am proud and privileged and made more to have been his associate and friend for nearly 40 years.

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 score0.087
Threshold uncertainty score0.292

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 science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0870.047

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 head0.014
GPT teacher head0.247
Teacher spread0.233 · 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
Published2006
Admission routes1
Has abstractyes

Explore more

Same venuePlastic & Reconstructive SurgerySame topicCleft Lip and Palate ResearchFrench-language works237,207