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Record W3214513689 · doi:10.48083/jtru9739

Management of Men With Lower Urinary Tract Symptoms Due to Benign Prostatic Hyperplasia During and After COVID-19

2021· article· en· W3214513689 on OpenAlexaffvenue
Dean Elterman, Joyce Baard, Márcio Augusto Averbeck, Magdy Hassouna, Saturo Takahashi, Ijeoma Chibuzo, Arcangelo Sebastianelli, Mauro Gacci

Bibliographic record

VenueSociété Internationale d’Urologie Journal · 2021
Typearticle
Languageen
FieldMedicine
TopicCOVID-19 and healthcare impacts
Canadian institutionsToronto Western HospitalUniversity of Toronto
Fundersnot available
KeywordsMedicineLower urinary tract symptomsTelemedicineCoronavirus disease 2019 (COVID-19)Urologic diseaseProstateExacerbationUrinary systemIntensive care medicineInternal medicineUrologyDiseaseHealth care

Abstract

fetched live from OpenAlex

The lower urinary tract (LUT), in particular the prostate, has been theoretically recognized as a target for SARS-CoV-2. Moreover, common pathophysiological mechanisms have been described for BPE/LUTS and COVID-19, including RAS dysregulation, androgen receptors, and MetS-related factors. These factors raise concerns about the possibility of worse urological outcomes due to BPE/LUTS progression in COVID-19 patients. The available results suggest a correlation between SARS-CoV-2 infection, exacerbation or new onset of LUTS, and semen impairment. BPE patients’ care and management have been deeply affected by COVID-19. In the midst of the pandemic, the main urological guidelines suggested postponement of BPH-related deferrable medical examinations and surgery. Telemedicine, therefore, gained attention and interest. Clinical evidence of impaired QoL or complications expedited surgical intervention. An informed consent covering the risk of COVID-19 and a negative molecular PCR within 72 hours of surgery were mandatory. A reduction in procedures under general anaesthesia was recommended. Long waiting lists accrued worldwide during the pandemic, leading to regular review of the BPE waiting lists and patients’ clinical status, encouraging the increase of minimally invasive office-based procedures, even in the post-COVID-19 era, and the improvement of telemedicine. Prospective studies are still needed to assess the course of LUTS/BPE patients after COVID-19.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.033
GPT teacher head0.368
Teacher spread0.335 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations2
Published2021
Admission routes2
Has abstractyes

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