Bibliographic record
Abstract
Gottlieb, L. N. & Gottlieb, B. (2017). Strengths-Based Nursing: A Process for Implementing a Philosophy Into Practice. Journal of Family Nursing, 23, 319-340. Doi: 10.1177/1074840717717731 The authors have identified changes to certain sentences, which they believe are important for their article. These edits are outlined below. Page 328, 8 th line from bottom Incorrect sentence: To illustrate, a point-of-care nurse, Jenette Schoon, who works in a long-term children’s rehabilitation hospital had been unhappy with the way family discharge planning meetings has been conducted. Correct sentence: To illustrate, a point-of-care nurse, Jenette Schoon, who works in a long-term children’s rehabilitation hospital wanted to improve how family team goal planning meetings were conducted. Page 330, 12 th line from bottom Incorrect sentence: We chose Hospital for Sick Kids (HSK), a quaternary care hospital, and Holland Bloorview Children’s Rehabilitation Hospital (HB), Toronto, Canada, because they were early adopters of SBN and their institutional values aligned with SBN. Correct sentence: SickKids, a quaternary care hospital, and Holland Bloorview Kid’s Rehabilitation Hospital (HB), Toronto, Canada, because they were early adopters of SBN and their institutional values aligned with SBN. Page 330, 4 th line from bottom Incorrect sentence: In addition, a survey of clinical leaders from HSK and HB was undertaken to assess their learning needs and interest in understanding SBN, as well as the management/leadership concepts and skills that could be offered in a formal SBN management and leadership training program. Correct sentence: In addition, a survey of clinical leaders from SickKids and HB was undertaken to assess their learning needs and interest in understanding SBN, as well as the management/leadership concepts and skills that could be offered in a formal SBN management and leadership training program. Page 334, 15 th line from bottom Incorrect sentence: For example, at HB Nursing Department adopted SBN as their nursing philosophy. Correct sentence: For example, at HB Nursing Profession adopted SBN as their nursing philosophy. Page 334, 12 th line from bottom Incorrect sentence: Dr. Marilyn Ballantyne, HB’s Chief Nursing Executive/Clinical Investigator finds that Strengths-Based Care can help her nursing department achieve the hospital’s vision Correct sentence: HB’s Chief Nursing Executive/Clinician Investigator finds that Strengths-Based Care can help her achieve the hospital vision
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 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 | 0.004 | 0.065 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.005 | 0.003 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.004 | 0.004 |
| Research integrity | 0.005 | 0.006 |
| Insufficient payload (model declined to judge) | 0.453 | 0.397 |
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".