VOL 49: JULY • JUILLET 2003 Canadian Family Physician • Le Médecin de famille canadien 857 Delays in diagnosing cancer Threat
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
That’s probably been the hardest thing to accept about this whole cancer thing, is the fact that it could have been caught a lot sooner, and it wouldn’t be metasta-sized by now. You know, he would have been saved. —wife of a cancer patient A long delay in the diagnosis of cancer can cause a crisis in relationships between patients and their family physicians.1 Both parties could be left shaken and worried, doubting themselves and each other but often unable to discuss what has happened. The rela-tionship might rupture at the very moment when its resources for healing are most needed. About 30 % of a random sample of 202 patients with recently diagnosed cancer thought that it should have been diagnosed sooner and were more likely to be seeing a new family physician than those who felt
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 | 0.000 | 0.000 |
| 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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