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Record W2185397628 · doi:10.15200/winn.144897.73418

World AIDS Day AMA: We’re Drs. Marina Klein and Jean-Pierre Routy and we’re here on World AIDS Day to discuss the pathology and epidemiology of HIV infection.

2015· dataset· en· W2185397628 on OpenAlex

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

VenueThe Winnower · 2015
Typedataset
Languageen
FieldMedicine
TopicHepatitis C virus research
Canadian institutionsnot available
Fundersnot available
KeywordsEpidemiologyHuman immunodeficiency virus (HIV)MedicineHepatitis CFamily medicineImmunologyVirologyPathology

Abstract

fetched live from OpenAlex

Hi Reddit, we are Marina Klein and Jean-Pierre Routy Professors in the McGill University Faculty of Medicine, and clinician-scientists at the Research Institute of the McGill University Health Centre where we study the pathology and epidemiology of HIV infection and viral hepatitis co-infection. We’re here on Worlds AIDS Day to answer your questions about human immunodeficiency virus (HIV) and acquired immunodeficiency syndrome (AIDS). We’ll be here at 2:30 pm EST (11:30 am PST, 7:30 pm UTC) to answer your questions. Dr. Marina Klein is National Co-Director of the CIHR Canadian HIV Trials Network, and is an International AIDS Society (IAS) Governing Council representative for the North American Region. In addition, Dr. Klein leads one of the largest multi centre cohorts of HIV/Hepatitis C Virus co-infected in the world, including more than 1400 patients across Canada. The primary focus of her research is the study of the epidemiology and clinical aspects of HIV infection, particularly the impacts of HCV co-infection and antiretroviral and HCV therapies on the health of those infected by both viruses. Dr. Jean-Pierre Routy is Co-Director of the Immunotherapy and Vaccine Core group at the CIHR Canadian HIV Trial Network, and Co-Chair of the IAS Clinical Trails Scientific Working Group. Throughout his research career he has studied the pathologies of both cancer and HIV. His study of HIV infection has been concerned with study the interaction between the virus and the immune system, as well as understanding this pathology in the context of antiretroviral therapy, co-infection, and drug resistance. Edit: Moderator message. Drs. Klein and Routy are both in hospital today. Dr. Klein very much enjoyed participating but has now had to return to her duties. We haven’t heard from Dr. Routy, though he did have a very busy schedule this afternoon. If we do hear from him we will updated you. - Surf

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)0.005
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.246
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0010.000

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 head0.062
GPT teacher head0.361
Teacher spread0.299 · 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