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.
Bibliographic record
Abstract
On Being a Doctor5 August 2008Plan-Do-Study-Act Cycle Rejuvenates a MarriageManoj Jain, MD, MPHManoj Jain, MD, MPHFrom QSource, Tennessee's Quality Improvement Organization, Memphis, TN 38115.Search for more papers by this authorAuthor, Article, and Disclosure Informationhttps://doi.org/10.7326/0003-4819-149-3-200808050-00013 SectionsAboutFull TextPDF ToolsAdd to favoritesDownload CitationsTrack CitationsPermissions ShareFacebookTwitterLinkedInRedditEmail For nearly 18 years of our marriage, my wife and I had a game. I would say “I love you” on the phone to her, especially when I knew she would be among a group of her coworkers.She would reply giggling, as if I were tickling her, “Me too,” too embarrassed to return the reply in public.“Me too what?” I would prod her.“You know … .”“I am not getting off the phone until you say it,” I would insist.Sometimes I would win the battle, and she would whisper “I love you.” At other times, I ... Author, Article, and Disclosure InformationAffiliations: From QSource, Tennessee's Quality Improvement Organization, Memphis, TN 38115.Corresponding Author: Manoj Jain, MD, MPH, QSource, Tennessee's Quality Improvement Organization, 3175 Lenox Park Boulevard, Suite 309, Memphis, TN, 38115; e-mail, [email protected]com. PreviousarticleNextarticle Advertisement FiguresReferencesRelatedDetails Metrics Cited byQuality improvement can revolutionize tuberculosis care in India: A reviewStrategies to overcome barriers to implementing osteoporosis and fracture prevention guidelines in long-term care: a qualitative analysis of action plans suggested by front line staff in Ontario, CanadaAn interdisciplinary knowledge translation intervention in long-term care: Study protocol for the vitamin D and osteoporosis study (ViDOS) pilot cluster randomized controlled trial 5 August 2008Volume 149, Issue 3Page: 209-210KeywordsAdolescentsFearGamesHealth care qualityPerceptionQuality improvementShouldersSoapsSportsTouch ePublished: 5 August 2008 Issue Published: 5 August 2008 Copyright & PermissionsCopyright © 2008 by American College of Physicians. All Rights Reserved.PDF downloadLoading ...
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it