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Record W4386446817 · doi:10.1097/hep.0000000000000589

Lack of complete biochemical response in autoimmune hepatitis leads to adverse outcome: First report of the IAIHG retrospective registry

2023· article· en· W4386446817 on OpenAlexafffund
Charlotte D. Slooter, Floris F. van den Brand, Ana Lleò, Francesca Colapietro, Marco Lenzi, Paolo Muratori, Nanda Kerkar, George Ν. Dalekos, Kalliopi Zachou, M. Isabel Lucena, Mercedes Robles‐Díaz, Daniel E. Di Zeo‐Sánchez, Raúl J. Andrade, Aldo J. Montaño‐Loza, Ellina Lytvyak, Birgit I. Lissenberg‐Witte, Patrick Maisonneuve, Gerd Bouma, Guilherme Macedo, Rodrigo Liberal, Ynto S. de Boer

Bibliographic record

VenueHepatology · 2023
Typearticle
Languageen
FieldMedicine
TopicLiver Diseases and Immunity
Canadian institutionsUniversity of Alberta HospitalAlberta Hospital Edmonton
FundersUniversitätsklinikum Hamburg-EppendorfMedical Center, University of RochesterHarran ÜniversitesiRadboud Universitair Medisch CentrumMedizinische Universität WienUniversità degli Studi di PalermoSchool of Medicine, Indiana UniversityMaastricht Universitair Medisch CentrumWarszawski Uniwersytet MedycznyRigshospitaletUniversità degli Studi di PadovaUniversität WienCollege of Medicine, Seoul National UniversityErasmus Medisch CentrumHumanitas UniversityUniwersytet WarszawskiUniversità degli Studi di Milano-BicoccaUniversidade de São PauloMedizinischen Hochschule HannoverUniversity of TorontoYale UniversitySeoul National UniversityUniversiteit MaastrichtKing's College LondonUniversity of MiamiUniversidad de MálagaUniversity of RochesterRadboud UniversiteitCentre Hospitalier Universitaire de RennesUniversità degli Studi di Napoli Federico IIUniversitair Medisch Centrum GroningenUniversità di BolognaLeids Universitair Medisch CentrumUniversiteit Leiden
KeywordsAutoimmune hepatitisMedicineRetrospective cohort studyAdverse effectOutcome (game theory)Intensive care medicineHepatitisInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND AND AIMS: The International Autoimmune Hepatitis Group retrospective registry (IAIHG-RR) is a web-based platform with subjects enrolled with a clinical diagnosis of autoimmune hepatitis (AIH). As prognostic factor studies with enough power are scarce, this study aimed to ascertain data quality and identify prognostic factors in the IAIHG-RR cohort. METHODS: This retrospective, observational, multicenter study included all patients with a clinical diagnosis of AIH from the IAIHG-RR. The quality assessment consisted of external validation of completeness and consistency for 29 predefined variables. Cox regression was used to identify risk factors for liver-related death and liver transplantation (LT). RESULTS: This analysis included 2559 patients across 7 countries. In 1700 patients, follow-up was available, with a completeness of individual data of 90% (range: 30-100). During a median follow-up period of 10 (range: 0-49) years, there were 229 deaths, of which 116 were liver-related, and 143 patients underwent LT. Non-White ethnicity (HR 4.1 95% CI: 2.3-7.1), cirrhosis (HR 3.5 95% CI: 2.3-5.5), variant syndrome with primary sclerosing cholangitis (PSC) (HR 3.1 95% CI: 1.6-6.2), and lack of complete biochemical response within 6 months (HR 5.7 95% CI: 3.4-9.6) were independent prognostic factors. CONCLUSIONS: The IAIHG-RR represents the world's largest AIH cohort with moderate-to-good data quality and a relevant number of liver-related events. The registry is a suitable platform for patient selection in future studies. Lack of complete biochemical response to treatment, non-White ethnicity, cirrhosis, and PSC-AIH were associated with liver-related death and LT.

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 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)0.000
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.385

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.052
GPT teacher head0.331
Teacher spread0.279 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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

Citations45
Published2023
Admission routes2
Has abstractyes

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