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Early-Stage Breast Cancer

2015· article· en· W2321869572 on OpenAlex
Robert H. Carlson

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueOncology Times · 2015
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHealth Systems, Economic Evaluations, Quality of Life
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineBreast cancerStage (stratigraphy)CancerClinical OncologyOncologyInternal medicineMammographyDiseaseFamily medicineGynecology

Abstract

fetched live from OpenAlex

MIAMI BEACH—The prevailing evidence shows that routine use of laboratory studies and imaging to monitor for recurrence in asymptomatic patients with early-stage breast cancer is of no value, a recommendation that is part of the guidelines of both the American Society of Clinical Oncology and the National Comprehensive Cancer Network. The topic was discussed here at the Miami Breast Cancer Conference by Hyman B. Muss, MD, Director of Oncology at the University of North Carolina and Director of Geriatric Oncology at the Lineberger Comprehensive Cancer Center. Muss noted that both ASCO and the NCCN suggest that routine follow-up care be limited to clinical history and physical examinations, yearly mammography, gynecologic examinations (especially for women taking tamoxifen), and assessment for genetic counseling. Because metastatic breast cancer remains incurable regardless of the volume of disease when first detected, routine use of costly, high-technology studies should be discouraged, he said. “The most difficult issue about applying these guidelines is convincing patients that some of the amazing technologies we have—circulating tumor cells, tumor markers, exquisite imaging procedures—don't save lives.” The current guidelines are prudent, Muss said, and are also part of ASCO's Choosing Wisely list of tests and procedures to question (www.choosingwisely.org/doctor-patient-lists/american-society-of-clinical-oncology)—“I recommend that we all adhere to these follow-up guidelines,” Muss said. Perception off on Tumor Markers Assaying tumor markers in the follow-up is controversial in the setting of early-stage disease, he noted. Even though there is no evidence that these assays are useful in this setting, there is a strong perception among patients and some physicians that the tests are helpful. “I tell women [who want tumor marker tests] that about 30 percent of women who die of breast have tumor markers that are normal,” he said. It's a psychological burden for the patient and for the oncologist when the tumor marker finding goes up slightly but nothing is found on CT scans and other tests—“The patient is sitting by the telephone for months after [the test], and it is miserable.” Still, recurrences can come on very quickly, Muss said, and some 30 to 40 percent of occurrences are found between routine visits. “Instruct your patients on the signs and symptoms of metastasis,” he said: Bone: pain and tenderness; Skin: characteristics of lesions; Lung: dyspnea, pleurisy; CNS: focal findings, loss of function; and Gastrointestinal: pain, fatigue. “And give everybody the ASCO follow-up guidelines,” he said. “They're easy to get and print out from cancer.net/survivorship—and document it!” Who Should Do the Follow Up? “Are oncologists the best resource for serving these patients?” Muss asked. “We [oncologists] are running out of manpower, and there is evidence that family physicians do as good a job in monitoring for recurrence as oncologists.” He noted a Canadian study several years ago of 968 patients with early-stage breast cancer assessed nine to 15 months after diagnosis, randomly selected between 1997 and 2001 for follow-up with either an oncologist or a family physician (Grunfeld et al: JCO 2006;6:848-855). The family physicians were provided with appropriate guidelines. The recurrence rates were 11.2 percent for family doctors and 13.2 percent for oncologists; mortality rates were 6.0 versus 6.2 percent, respectively; and the rates of serious events were 3.5 versus 3.7 percent. “In other words, in terms of the patients' physical and mental health, there was no difference between the family doctors or oncologists doing the follow-up,” Muss said. He added, however, that the situation is a bit different today, with the importance of compliance with endocrine therapy—the standard of care for follow-up, in addition to detect clinical recurrence, is to monitor compliance with endocrine therapy. “The majority of breast cancer survivors now have ER-positive disease, but there is tremendous drop-off in compliance with endocrine therapy. And if they are on aromatase inhibitors, you've got to pay attention to bone health.” What's the Rush? Finally, Muss addressed that underlying question: “What's the rush to find metastatic disease?” He listed nine clinical trials of first-line chemotherapy for metastatic breast cancer, in which median survival was 15 to 20 months. “And some trials now are up to 25 months,” he said. “That improvement may be due to better medical treatments or to lead time bias with better imaging or to both, but in any case there is no hurry to find incurable disease in patients who are asymptomatic.” It is even questionable whether such studies detect metastasis earlier than waiting for symptoms of metastasis to appear, he said. “We are not doing patients any service, not with the current state of technology.”

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 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)0.007
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient 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: Empirical · Consensus signal: none
Teacher disagreement score0.456
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.013

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 head0.357
GPT teacher head0.463
Teacher spread0.105 · 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