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Record W4309491909 · doi:10.1002/hsr2.924

Implementation of a “Patient Blood Management” program in medium sized hospitals: Results of a survey among German hemotherapists

2022· article· en· W4309491909 on OpenAlex
Thomas Frietsch, Gerhard Wittenberg, Audrey Horn, Andrea U. Steinbicker

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

VenueHealth Science Reports · 2022
Typearticle
Languageen
FieldMedicine
TopicBlood transfusion and management
Canadian institutionsnot available
Fundersnot available
KeywordsBlood managementMedicineHemotherapyWorkloadBlood transfusionGermanHealth careEconomic shortageQuarter (Canadian coin)Family medicineOperations managementSurgeryManagement

Abstract

fetched live from OpenAlex

Abstract Background and aims Germany uses more blood transfusions than the majority of other countries. The objective of this study was to detect the degree of Patient Blood Management (PBM) implementation within Germany and to identify obstacles to establishing PBM programs. Methods An electronical questionnaire containing 21 questions and 4 topics was sent in 2018 to the members of the German interdisciplinary hemotherapy (IAKH) society in Germany. The degree of PBM (described as pre‐, intra‐, postoperative period) was established via questions within the topics “management of preoperative anemia” (PA) ( n = 5), “preoperative management and transfusion preparation” ( n = 3), PBM organization and structure ( n = 5), coagulation management ( n = 3), perioperative transfusion performance and habits ( n = 3), best practices and problems ( n = 2). Results 533 German hospitals with transfusion activity received the questionnaire with a 32.5% response rate to the survey. A dedicated PBM program had not been established in a quarter of all small and medium sized institutions. Red blood cell transfusion was the only therapeutic option in a third of institutions. Approximately half of the hospitals did not use knowledge of PA rates or transfusion needs of surgical procedures. Institutions failed to implement PBM because of a lack of profit, workload, personnel shortage, and administrative support. Conclusion PBM was not present in at least a quarter of the hospitals interrogated. Factors for improvement were the relationship between health care disciplines and sectors, economic incentives, inclusion of relevant disciplines, and the structure of the blood industry. To improve BPM implementation, hospitals need support to implement top‐down PBM projects.

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)0.000
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 score0.100
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
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 head0.019
GPT teacher head0.368
Teacher spread0.348 · 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