To consider the resources needed for the care of the chronically ill, a study was conducted of chronically ill persons admitted to the public wards of the Victoria General Hospital from the metropolitan area of Halifax during a six-week period from January 21, 1957 to February 28, 1957
Bibliographic record
Abstract
ACKNOWLEDGM ENTSIt is inconceivable that a study like this one could be accomplished by one person alone without the help of others.Many people directly or indirectly contributed to this work, and to them I want to extend my most sincere thanks.I would like especially to thank Mr. George Hart, my research teacher, who gave his time, knowledge and patience to make this study a reality; Miss Pauline MacDonald, Director of the Social Service Depart ment in the Victoria General Hospital, who took such a great interest in this survey by spending countless hours in familiarizing us with the hospital setting, the problems of the chronically ill people, and in making the survey in the hospital a pos$ability; the personnel of the Social Service Department in the Victoria General Hospital who benevolently gave their help; Mr.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".