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Record W4319061322 · doi:10.1097/ana.0000000000000902

How Can International Consistency in Determination of Brain Death/Death by Neurological Criteria be Improved? The World Brain Death Project

2023· editorial· en· W4319061322 on OpenAlexaboutno aff
Ariane Lewis

Bibliographic record

VenueJournal of Neurosurgical Anesthesiology · 2023
Typeeditorial
Languageen
FieldMedicine
TopicOrgan Donation and Transplantation
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineConsistency (knowledge bases)Intensive care medicineArtificial intelligence

Abstract

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Although the traditional concept of death is based on loss of circulatory and respiratory functions, most countries accept that death can also be determined in the setting of catastrophic brain injury leading to coma, loss of brainstem reflexes, and inability to breathe spontaneously.1 However, while these core requirements for brain death/death by neurological criteria (BD/DNC) determination are consistent around the world, there are inconsistencies in the BD/DNC evaluation process both within and between countries.2 In 2014, in collaboration with the World Health Organization, Health Canada and Canadian Blood Services organized a meeting of international stakeholders to discuss standardization of the determination of death.3 Plenary discussions resulted in the identification of the minimum acceptable clinical observations and examination findings necessary to determine death after cessation of circulatory and respiratory or brain functions. Despite this, a review of 78 national BD/DNC protocols collected from 2018 to 2019 demonstrated variability in the prerequisites, examination, and use and interpretation of ancillary testing (Table 1).1,4 TABLE 1 - Areas of International Variability in the Evaluation for BD/DNC1,4 Component of the BD/DNC protocol Percentage of national BD/DNC protocols collected 2018-19 (n=78); n% >1 examiner 93 (57/61) >1 examination 83 (44/53) Prerequisites Establish cause for injury 79 (62/78) Rule out BD/DNC mimics 72 (56/78) Rule out drug effects 82 (64/78) Rule out laboratory abnormalities 72 (56/78) Minimum temperature (discrete value) specified 65 (51/78) Minimum blood pressure (discrete value) specified 47 (37/78) Observation period noted 47 (37/78) Clinical examination requirements Coma 90 (70/78) Noxious stimulation to the limbs 28 (22/78) Noxious stimulation to the face 47 (37/78) Absent pupillary reflex 90 (70/78) Absent corneal reflex 87 (68/78) Absent oculocephalic reflex 73 (57/78) Absent oculovestibular reflex 86 (67/78) Absent gag reflex 82 (64/78) Absent cough reflex 79 (62/78) Apnea testing Technique described 91 (71/78) PaCO2 before testing specified 46 (36/78) Preoxygenate 65 (51/78) Reasons to abort provided 59 (46/78) PaCO2 target provided 76 (59/78) Ancillary testing Required 28 (22/78) Conventional angiography: Accepted 72 (56/78) Details about performance provided 63 (35/56) Details about interpretation provided 52 (29/56) Nuclear medicine flow study: Accepted 47 (37/78) Details about performance provided 43 (16/37) Details about interpretation provided 49 (18/37) Transcranial doppler ultrasonography: Accepted 56 (44/78) Details about performance provided 48 (21/44) Details about interpretation provided 55 (24/44) Electroencephalography: Accepted 72 (56/78) Details about performance provided 55 (31/56) Details about interpretation provided 66 (37/56) BD indicates brain death; DNC, death by neurological criteria. To address this variability, and provide guidance for countries without BD/DNC protocols, 45 multidisciplinary international BD/DNC experts collaborated to create the World Brain Death Project (WBDP), which was published in 2020.2 The WBDP addresses: (1) the worldwide variance in BD/DNC; (2) the science of BD/DNC; (3) the concept of BD/DNC; (4) the minimum clinical criteria for BD/DNC determination; (5) ancillary testing; (6) BD/DNC determination in pediatric patients; (7) BD/DNC determination in patients on extracorporeal support; (8) BD/DNC determination after treatment with targeted temperature management; (9) documentation of BD/DNC; (10) qualification for and education on BD/DNC determination; (11) somatic support after BD/DNC for organ donation and other special circumstances; (12) religion and BD/DNC; and (13) BD/DNC and the law. For each of these topics, the authors formulated recommendations based on both their professional experience and knowledge and review of Cochrane, Embase, and MEDLINE databases from 1992 to 2020. The WBDP defines BD/DNC as “the complete and permanent loss of brain function as defined by an unresponsive coma with loss of capacity for consciousness, brainstem reflexes, and the ability to breathe independently.”2 Before the BD/DNC examination, the WBDP recommends identification that the nature and severity of the etiology of the patient’s condition could lead to BD/DNC, observation for a duration determined on a case-by-case basis to conclusively exclude reversibility, and exclusion of reversible conditions that may mimic BD/DNC or confound the evaluation including pharmacologic paralysis, medications that suppress the central nervous system and severe laboratory derangements. Additional suggestions for prerequisites include neuroimaging evidence of intracranial hypertension or intracranial pressure measurements that equal or exceed mean arterial pressure, temperature ≥36 °C, and systolic blood pressure ≥100 mm Hg (or mean arterial pressure ≥60 mm Hg) or age-appropriate blood pressure in pediatric patients. For the clinical examination, the WBDP recommends evaluation for coma (prolonged absence of wakefulness, awareness, and the capacity for sensory perception or responsiveness to maximal noxious visual, auditory, and tactile stimulation), absence of motor response (other than spinal reflexes) to tactile stimulation to the face and limbs, and absence of the pupillary, corneal, oculocephalic, oculovestibular, gag and cough reflexes. The WBDP provides detailed guidance for the performance of apnea testing if the clinical examination does not reveal evidence of brain function. The WBDP suggests that a single clinical examination and apnea test is the minimum standard for BD/DNC determination in adults but recommends 2 examinations and apnea tests in pediatric patients. Although the WBDP emphasizes that the focus of the BD/DNC evaluation is the clinical examination and apnea test, ancillary testing is recommended if it is not feasible to complete the full clinical examination or apnea test, there are confounding conditions that cannot be resolved, or there is uncertainty about whether a finding is consistent with a brain or spinally mediated movement.2 The WBDP recommends the use of conventional angiography, a nuclear medicine flow study, or transcranial doppler ultrasonography and suggests against the use of electroencephalography unless mandated by law/policy or if craniovascular impedance is affected by an open skull fracture, decompressive craniectomy or open fontanel. In addition to creating recommendations about BD/DNC, the WBDP identified questions that address knowledge gaps about BD/DNC to facilitate the development of a research agenda.5 Some examples include: (1) what quality improvement measures can be put into place to ensure consistent and thorough determination of BD/DNC; (2) whether there are tests that can confirm the complete and irreversible destruction of the entire brainstem, and; (3) what variables predict temporal evolution to intracranial hypertension and herniation in persons with primary posterior fossa pathology. The WBDP was endorsed by the World Federation of Neurosurgical Societies, World Federation of Neurology, World Federation of Intensive and Critical Care, World Federation of Pediatric Intensive and Critical Care Societies, World Federation of Critical Care Nurses, and 27 international, national, and regional medical societies that are stakeholders in BD/DNC determination.2 Although this widespread endorsement indicates broad agreement with the minimum clinical standards for BD/DNC described in the WBDP, it does not mean national BD/DNC policies will all be updated to ensure consistency with the WBDP, or those nations that do not have a national BD/DNC policy will create one based on the WBDP. However, this is certainly the goal of the WBDP while understanding that resource availability, legal requirements, and social, cultural, and religious perspectives affect BD/DNC determination. Since its publication, the WBDP has been cited by international authors from various countries including China, India, and Poland.6–8 It remains to be seen whether a future review of national BD/DNC policies will demonstrate a greater degree of consistency than previously identified in the BD/DNC determination process.

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)0.001
metaresearch head score (Gemma)0.005
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.240
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.032
GPT teacher head0.324
Teacher spread0.291 · 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.

Study designNot applicable
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".

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Citations2
Published2023
Admission routes1
Has abstractyes

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