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Record W2405573959

Screening for Thyroid Cancer: A Systematic Evidence Review for the U.S. Preventive Services Task Force

2017· article· en· W2405573959 on OpenAlexaboutno aff
Kimberly K. Vesco, Evelyn P Whitlock, Michelle Eder, Jennifer S Lin, Brittany U Burda, Caitlyn A Senger, Rebecca Holmes, Rongwei Fu, Sarah P Zuber

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicGlobal Cancer Incidence and Screening
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePancreatic cancerAsymptomaticAdenocarcinomaMEDLINEClinical trialInternal medicineCancerSystematic reviewOncology
DOInot available

Abstract

fetched live from OpenAlex

Objective We conducted a systematic evidence review to support the U.S. Preventive Services Task Force (USPSTF) in updating their recommendation on screening for pancreatic cancer. Our review addresses the following Key Questions (KQs): Does screening for pancreatic adenocarcinoma improve cancer morbidity or mortality or all-cause mortality; and 1a) Does screening effectiveness vary by clinically relevant subpopulations (e.g., by age group, family history of pancreatic cancer, personal history of new-onset diabetes, or other risk factors)? What is the diagnostic accuracy of screening tests for pancreatic adenocarcinoma? What are the harms of screening for pancreatic adenocarcinoma? Does treatment of screen-detected or asymptomatic pancreatic adenocarcinoma improve cancer mortality, all-cause mortality, or quality of life? What are the harms of treatment of screen-detected pancreatic adenocarcinoma? Data Sources We searched Cochrane Central Register of Controlled Trials, Medline, and PubMed, and reference lists of relevant systematic reviews. We searched for articles published from 2002 to October 3, 2017, and updated our search on April 27, 2018. We also searched ClinicalTrials.gov and WHO International Clinical Trials Registry Platform (ICTRP), for relevant ongoing studies. Study Selection We reviewed 19,596 abstracts and 824 articles against specified inclusion criteria. Eligible studies included those written in English and conducted in adults age 18 years or older with or without risk factors for pancreatic cancer. For key questions on screening, we included imaging-based screening protocols. For key questions on treatment, we included studies of adults with screen-detected or asymptomatic pancreatic adenocarcinoma. Data Analysis We conducted dual, independent critical appraisal of all provisionally included studies and abstracted study details and results from fair- and good-quality studies. Because of the limited number of studies and the population heterogeneity, we provided a narrative synthesis of results and used summary tables to allow for comparisons across studies. After confirming that the yield of different imaging modalities was similar across studies, we calculated a pooled diagnostic yield across studies and produced forest plots to illustrate the range of effects seen across studies. For harms of screening (KQ3) and harms of treatment (KQ5), we stratified results by procedural and psychosocial harms. Results We included 13 unique prospective cohort screening studies (24 articles) reporting results for 1,317 people. Studies were conducted in the U.S., Canada, and Europe, and all screening populations except one small comparison group were exclusively in persons at elevated familial or genetic risk for pancreatic cancer. No studies reported on the effect of screening for pancreatic adenocarcinoma on cancer morbidity, mortality, or all-cause mortality (KQ1); and no studies reported on the effectiveness of treatment for screen-detected pancreatic adenocarcinoma (KQ4). Thirteen fair quality studies reported on the diagnostic accuracy of screening tests for pancreatic adenocarcinoma (KQ2). Across these studies, 18 cases of pancreatic adenocarcinoma were detected.. Twelve of 18 cases (66.7%) were detected at stage I or II or classified as “resectable.” Pooled yield for all screening tests to detect pancreatic adenocarcinoma on initial screening in high-risk populations was 7.8 per 1000 (95% confidence interval, 3.6 to 14.7); and for total yield including both initial and repeat screening, it was 15.6 per 1000 (95% CI, 9.3 to 24.5). Harms of screening for pancreatic adenocarcinoma Procedural harms of screening were evaluated in eight screening studies (n=675); psychological harms were assessed in two studies (n=277). Details on the assessment of harms were variably reported. In two studies (n=277) in which 150 individuals received ERCP as a diagnostic followup test, 15 people (10%) reported acute pancreatitis, nine of which required hospitalization. No evidence of increased worry, distress, depression, or anxiety after screening was reported, compared to before screening. Harms of treatment of screen-detected pancreatic adenocarcinoma Of the 57 people who underwent surgery across all studies, six studies (n=32 people receiving surgery) assessed harms of treatment of screen-detected pancreatic adenocarcinoma (KQ5), with 7 harms detected in two studies. Methods of assessing harms were variably reported. Harms included one person experiencing stricture to the hepaticojejunal anastomosis at 11 months after surgery, one with unspecified post-operative complications, 2 with post-operative fistula and 3 cases of diabetes. In the two studies that systematically assessed harms in all surgical patients (n=12 people receiving surgery), no harms were reported. Limitations No randomized trials of screening were identified. The body of evidence includes observational screening studies with limited sample sizes and focused on populations with known familial risk, many with a substantial proportion of people with known genetic mutations. No studies included a clinical followup or unscreened comparison group, limiting assessment of diagnostic accuracy. Of those studies that reported harms of screening or treatment, limitations included inadequate description of the methods of assessing harms, including whether all participants were systematically assessed. Conclusions Imaging-based screening in groups at high familial risk can detect pancreatic adenocarcinoma with limited evidence of minimal harms. However, the clinical impact of screening is not well documented. There is insufficient evidence to assess benefits or harms of surgical intervention for screen-detected pancreatic adenocarcinoma.

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 imitation

Not 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.

metaresearch head score (Codex)0.028
metaresearch head score (Gemma)0.101
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.028
Threshold uncertainty score0.149

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.101
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0120.014
Bibliometrics0.0170.015
Science and technology studies0.0010.001
Scholarly communication0.0040.004
Open science0.0030.003
Research integrity0.0040.002
Insufficient payload (model declined to judge)0.0090.001

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 head0.146
GPT teacher head0.425
Teacher spread0.279 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

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".

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Citations28
Published2017
Admission routes1
Has abstractyes

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