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Hybrid Capture Human Papillomavirus Testing As an Adjunct to the Follow-Up of Patients With ASCUS and LGSIL Pap Smears: A Study of a Screening Population

2000· article· en· W2323294822 on OpenAlexaff
C. Meg McLachlin, Ken W. Alanen, Laurie Elit, Elizabeth A. Smith, Nancy A. Kerkvliet

Bibliographic record

VenueObstetrical & Gynecological Survey · 2000
Typearticle
Languageen
FieldMedicine
TopicCervical Cancer and HPV Research
Canadian institutionsMiddlesex London Health UnitLondon Health Sciences Centre
Fundersnot available
KeywordsAscus (bryozoa)ColposcopyMedicineGynecologyObstetricsHuman papillomavirusCervical intraepithelial neoplasiaPopulationCervical cancerCancerInternal medicine

Abstract

fetched live from OpenAlex

Testing for human papillomavirus (HPV) as a adjunct to the Pap smear in cervical cancer screening programs has been suggested as a means of predicting which cervical abnormality will progress to cancer. In this study, 619 women with atypical squamous cells of undetermined significance (ASCUS) or low-grade squamous intraepithelial lesions (LGSIL) diagnosed over an 18-month period were evaluated for high-risk HPV types using first-generation Hybrid Capture testing (Digene Corporation, Silver Spring, MD). All patients were followed up conservatively at 6-month intervals with repeated Pap testing. Patients with progressive or persistent disease (three consecutive findings of ASCUS or LGSIL) were referred for colposcopy, and the colposcopic findings were compared with the results of HPV testing. At the end of the study, the most severe cytologic or histologic diagnosis was used as the final diagnosis for patients who did not undergo colposcopy. One hundred thirty-five of the 197 women with LGSIL (69 percent) were positive for HPV. One hundred seven HPV-positive and 49 HPV-negative patients in this group returned for follow-up and were available for evaluation. Fifty-six HPV-positive patients were referred for colposcopy during the course of the study. Normal or low-grade changes were found in 32 of these women, but 23 (21 percent) were diagnosed with high-grade squamous intraepithelial lesions (HGSIL). One HPV-positive woman with a smear indicating LGSIL was found to have invasive cancer at colposcopy. Seventeen of the 49 HPV-negative women were referred for colposcopy, and only 3 (6 percent) were found to have high-grade disease. Of the 422 patients with an initial diagnoses of ASCUS, 116 (28 percent) were HPV positive. Follow-up information was available for 83 patients, of whom 25 were referred for colposcopy. In this group, 7 patients were diagnosed with LGSIL, and 10 were found to have HGSIL. Cancer did not develop in any of these patients. There were 232 HPV-negative patients with ASCUS who returned for follow-up; 34 underwent colposcopy. Six women with ASCUS were negative for HPV but were diagnosed with LGSIL, and four were identified as having HGSIL. One woman who presented with a Pap smear indicating ASCUS was HPV negative but had invasive cancer. Altogether, 37.3 percent of the patients who tested positive for HPV had LGSIL, HGSIL, or cancer, compared with 8.5 percent of those who were negative for HPV (P < .001). Overall, 83 percent of the women with high-grade lesions tested positive for high-risk HPV types on their initial visit. If positive HPV results had been used as the referral criterion, 40 percent of the women would have been referred for colposcopy. When Hybrid Capture HPV testing was performed multiple times, persistent positivity was more predictive of a final diagnosis of HGSIL or LGSIL than a single positive result (P = .04). In fact, of the seven initially HPV-negative patients who eventually progressed to HGSIL, four underwent multiple HPV tests and all converted to positive. When a cost analysis of this study was performed, referral of all patients with ASCUS or higher to colposcopy had a cost of $123,800, cytologic follow-up with referral for persistent or progressive disease had a cost of $81,860, and referral based on HPV Hybrid Capture HPV positive results had a total cost of $98,795. There were no patients lost to follow-up with the immediate colposcopy strategy; 148 were lost using cytological follow-up only (actual study); and 88 would be lost to follow-up if the HPV testing triage strategy were used. J Lower Genital Tract Dis 2000;4:12–17

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 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)0.001
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.167
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.067
GPT teacher head0.328
Teacher spread0.261 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2000
Admission routes1
Has abstractyes

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