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Record W6945053351 · doi:10.25549/examiner-c44-73989

Orthopedic Rehabilitation Hospital Center, 1954

2021· dataset· en· W6945053351 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Southern California Digital Library · 2021
Typedataset
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsLeagueOrthopedic surgeryRehabilitationClubBiography

Abstract

fetched live from OpenAlex

9 images. Orthopedic Rehabilitation Hospital Center, 9 September 1954. Margaret Orchard (Occupational therapist); Barbara Harms -- 13 years (Wheelchair patient); Robert Burton -- 7 years; Paul Lopez -- 16 years (Amputee); Phyllis Peltier -- 5 years; Ted Fehrensen -- 1 1/2 years; Paul Crane -- 2 years; Richard Pond; Gregg Greayer -- 5 years; Terry Fernandez -- 6 years; Mrs. Frederic S. Buckley; Mrs. Lewis E. Lyon; Alberta D. Walker; Larry Howard -- 9 years; Herb Clark -- 21 years; Janet Ryberg -- 17 years.; Caption slip reads: "Photographer: Wyman. Date: 1954-09-09. Reporter: Brown. Assignment: Orthopedic Rehabilitation Center. Dor Sunday, Sept. 19. 27, l to r: Alberta D. Walker, student therapist; Larry Howard, 9, beside kiln in ceramics shop. 12, l to r: Herb Clark, 21; Richard Pond, therapist, at calculator; Janet Ryberg, 17, at electric typewriter, in model office. 60, l to r: Margaret Orchard, occupational therapist; Barbara Harms, 13, wheelchair patient, in model kitchen. 70, l to r: Robert Burton, 7, at step rails; Paul Lopez, 16, amputee, on exercise bike; Phyllis Peltier, 5, on high steps, in new gym, with Ted Fehrensen, 1 1/2, playing with blocks (crying).45/46/72, l to r: Paul Crane, 2, at play desk; Richard Pond, orthopedic therapist; Gregg Greayer, 5, at work bench; Terry Fernandez, 6, with dressing doll, in play room for coordination training. 53/59: Mrs. Frederic S. Buckley, Crippled Children's League member; Phyllis Peltier, 5, in wheelchair; Mrs. Lewis E. Lyon, league member; Margaret Orchard, orthopedic therapist (behind window), at entrance to new building , & in #59, beside cornerstone."

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.091
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.096

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 head0.004
GPT teacher head0.159
Teacher spread0.155 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreDataset

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
Published2021
Admission routes1
Has abstractyes

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