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Record W4384664050 · doi:10.1080/13696998.2023.2237336

Early access for innovative oncology medicines: a different story in each nation

2023· review· en· W4384664050 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Medical Economics · 2023
Typereview
Languageen
FieldEconomics, Econometrics and Finance
TopicHealth Systems, Economic Evaluations, Quality of Life
Canadian institutionsABB (Canada)
FundersAbbVie Canada
KeywordsMedicineInternal medicineOncologyFamily medicine

Abstract

fetched live from OpenAlex

BACKGROUND: As innovative oncology medicines are rapidly developed, there is increasing pressure on payers to offer patients timely access to life-saving therapies. The uncertainty surrounding these therapies when phase III clinical trials are pending has necessitated new, adapted pathways to market access, with timelines that greatly vary by country. Understanding differences between pathways may identify opportunities to expedite patient access universally. OBJECTIVES: To describe early access pathways for new oncology medicines among selected countries with established health technology assessment (HTA) frameworks and publicly funded health systems, with a special focus on real-world evidence (RWE). METHODS: We reviewed the HTA agency websites of the selected OECD countries: National Institute for Health and Care Excellence (NICE) for England and Wales; Haute Autorité de Santé (HAS) for France; IQWiG and G-BA for Germany; Agenzia Italiana del Farmaco (AIFA) for Italy; Pharmaceutical Benefits Advisory Committee (PBAC) for Australia; and CADTH and Institut National d'Excellence en Santé et Services Sociaux (INESSS) for Canada as the primary source of evidence. RESULTS: Processes for early patient access to innovative oncology therapies varied across selected countries; however, most countries have an established pathway for publicly funded early access (England and Wales, France, Germany, Italy, and Australia). The utilization of RWE to support earlier access (coverage with evidence) also varied by country, with some HTA organizations being actively engaged in these agreements (NICE, AIFA, and HAS) and others having no established processes in place (G-BA and CADTH/INESSS). CONCLUSIONS: This review of early access pathways for novel oncology medicines found substantial variability between countries of interest. Coverage with evidence frameworks may provide a unique opportunity for industry and payers to collaborate on earlier access to innovative cancer therapies with life-saving potential.

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)0.053
metaresearch head score (Gemma)0.024
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.818
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0530.024
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0070.001
Bibliometrics0.0030.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.714
GPT teacher head0.584
Teacher spread0.131 · 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