Evidence map›Paper›PMID 41681912›Full record

ArticleCancers2026

Cost-Effectiveness of a Quality of Life Predictor to Guide Psychosocial Support in Breast Cancer.

Tuukka Hakkarainen, Ira Haavisto, Mikko Nuutinen, Yrjänä Hynninen, Paula Poikonen-Saksela, Johanna Mattson, Haridimos Kondylak, Eleni Kolokotroni, Ketti Mazzocco, Berta Sousa and 3 more

Abstract read
In one paragraph

Article in Cancers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Tuukka HakkarainenNordic Healthcare Group, 02150 Helsinki, Finland.ORCID 0000-0002-9050-5349
Ira HaavistoNordic Healthcare Group, 02150 Helsinki, Finland.ORCID 0000-0002-6948-845X
Mikko NuutinenNordic Healthcare Group, 02150 Helsinki, Finland.ORCID 0000-0002-7429-3710
Yrjänä HynninenNordic Healthcare Group, 02150 Helsinki, Finland.ORCID 0000-0001-9224-7171
Paula Poikonen-SakselaDepartment of Oncology, Comprehensive Cancer Center, Helsinki University Hospital, University of Helsinki, 00290 Helsinki, Finland.ORCID 0000-0003-2274-1937
Johanna MattsonDepartment of Oncology, Comprehensive Cancer Center, Helsinki University Hospital, University of Helsinki, 00290 Helsinki, Finland.ORCID 0000-0002-9719-9110
Haridimos KondylakInstitute of Computer Science (ICS) Foundation for Research and Technology-Hellas (FORTH), 700 13 Heraklion, Greece.ORCID 0000-0002-9917-4486
Eleni KolokotroniIn Silico Oncology and In Silico Medicine Group, Institute of Communication and Computer Systems, School of Electrical and Computer Engineering, National Technical University of Athens, 157 80 Zografos, Greece.ORCID 0000-0001-8455-2918
Ketti MazzoccoApplied Research Division for Cognitive and Psychological Science, European Institute of Oncology, IRCCS, 20141 Milan, Italy.ORCID 0000-0003-1382-6779
Berta SousaBreast Unit, Champalimaud Clinical Centre, Champalimaud Foundation, 1400-038 Lisboa, Portugal.ORCID 0000-0003-2287-4799
Isabel ManicaBreast Unit, Champalimaud Clinical Centre, Champalimaud Foundation, 1400-038 Lisboa, Portugal.ORCID 0000-0002-0904-8233
Ruth Pat-HorenczykPaul Baerwald School of Social Work and Social Welfare, The Hebrew University of Jerusalem, Jerusalem 7612001, Israel.ORCID 0000-0002-5589-8837
Riikka-Leena LeskeläNordic Healthcare Group, 02150 Helsinki, Finland.ORCID 0000-0002-9255-2958

Funding

European Commission 777167
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

breast cancerclinical decision supportcost-effectivenessdecision-analytic modelinghealthcare utilizationmachine learningnet monetary benefitpsychosocial supportquality of liferesilience

Identifiers

PMID41681912
PMCPMC12897336

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.