Progression of disease in HIV-infected children slowed after the first year of life
Bibliographic record
Abstract
PrognosisJanuary 1, 2002Progression of disease in HIV-infected children slowed after the first year of lifeSusan King, MD, Susan King, MDSusan King, MDHospital for Sick Children, Toronto, Ontario, Canada (S.K., S.K.)Hospital for Sick Children, Toronto, Ontario, Canada (S.K., S.K.)Search for more papers by this author, Susan King, MDHospital for Sick Children, Toronto, Ontario, Canada (S.K., S.K.)Hospital for Sick Children, Toronto, Ontario, Canada (S.K., S.K.)Search for more papers by this authorAuthor, Article, and Disclosure Informationhttps://doi.org/10.7326/ACPJC-2002-136-1-032 SectionsAboutFull TextPDF ToolsAdd to favoritesDownload CitationsTrack Citations ShareFacebookTwitterLinkedInRedditEmail Source CitationThe European Collaborative Study. Fluctuations in symptoms in human immunodeficiency virus-infected children: the first 10 years of life. Pediatrics. 2001 Jul;108:116-22. https://pubmed.ncbi.nlm.nih.gov/11433063References1 de Martino M, Tovo PA, Balducci M, et al. Reduction in mortality with availability of antiretroviral therapy for children with perinatal HIV-1 infection. JAMA. 2000;284:2871-2. Google Scholar2 Diaz C, Hanson C, Cooper ER, et al. Disease progression in a cohort of infants with vertically acquired HIV infection observed from birth: the Women and Infants Transmission Study (WITS). J Acquir Immune Defic Syndr Hum Retrovirol. 1998;18:221-8. Google Scholar3 1995 revised guidelines for prophylaxis against Pneumocystis carinii pneumonia for children infected with or perinatally exposed to human immunodeficiency virus. MMWR Morb Mortal Wkly Rep. 1995;44:1-11. Google Scholar4 Lindegren ML, Byers RH Jr, Thomas P, et al. Trends in perinatal transmission of HIV/AIDS in the United States. JAMA. 1999;282:531-8. Google Scholar Author, Article, and Disclosure InformationAffiliations: Hospital for Sick Children, Toronto, Ontario, Canada (S.K., S.K.)Hospital for Sick Children, Toronto, Ontario, Canada (S.K., S.K.) PreviousarticleNextarticle Advertisement FiguresReferencesRelatedDetails January 1, 2002Volume 136, Issue 1Page: 32KeywordsAIDSAdultsAntiretroviral therapyBirthChildrenClinical immunologyCohort studiesHIVHIV clinical manifestationsHIV infectionsImmune suppressionInfantsInterstitial lung diseasesPediatric infectionsPediatricsPneumocystis carinii pneumoniaPopulation statisticsProphylaxisSigns and symptoms ePublished: 9 March 2020 Issue Published: January 1, 2002 Copyright & PermissionsCopyright © 2002 by American College of Physicians. All Rights Reserved.PDF downloadLoading ...
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.011 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".