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Record W4396865776 · doi:10.3329/bafmj.v56i1.72549

Comparison Of Outcome Between Conventional And Video Laryngoscope In Predicted Difficult Intubation

2024· article· en· W4396865776 on OpenAlexaff
Maj Muhammad Nazrul Islam, Md Miraj Hossain, Md Aulad Hossain, S M Mostafizur Rahman, Md Moinuddin, Debasish Banik, AKM Akhtaruzzaman

Bibliographic record

VenueBangladesh Armed Forces medical journal. · 2024
Typearticle
Languageen
FieldMedicine
TopicAirway Management and Intubation Techniques
Canadian institutionsDiscovery Air (Canada)
Fundersnot available
KeywordsVideo laryngoscopeIntubationAnesthesiaMedicineVideo recordingPsychologyComputer scienceLaryngoscopyMultimedia

Abstract

fetched live from OpenAlex

Background: Endotracheal intubation is the mainstay of airway management in general anaesthesia. Failure to intubate the trachea, often known as difficult intubation, is always a possibility. To overcome difficult intubation, different methods of instrumental support were developed. Some authors. Methods: From March 2018 to September 2019, a comparative cross-sectional study was conducted at BSMMU, Dhaka in the department of anesthesia, analgesia, and intensive care medicine. A total of 60 patients with predicted difficult intubation who were scheduled for elective surgery under general anaesthesia with endotracheal intubation were selected for the study. Prediction of difficult intubation was assessed by modified Mallampati class III and IV or thyromental height. Results: Time taken from visualization of glottis for insertion of ETT was 12.8±2.3 sec in conventional laryngoscope which was significantly lower in video laryngoscope (15.0±3.6) (p =0.006). Time taken to visualize the glottis was 13.2±1.7 sec in conventional laryngoscope and 13.2±4.0 sec in video laryngoscope (p>0.05). Total time for tracheal intubation was 49.0±6.4 sec in conventional laryngoscope and 53.2±9.9 sec in video laryngoscope (p>0.05). Intubation with first attempt by video laryngoscope was (30/30; 100%) as compared with conventional laryngoscope (27/30; 90%) (p>0.05). Conclusion: It is evident from the study that intubation with video laryngoscope in comparison to conventional laryngoscope might provide better outcome in terms of ease of intubation and number of attempts during intubation for patients undergoing elective surgery under general anaesthesia. Bangladesh Armed Forces Med J Vol 56 No (1) June 2023, pp 7-13

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.033
GPT teacher head0.365
Teacher spread0.332 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNon-randomized trial
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

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueBangladesh Armed Forces medical journal.→Same topicAirway Management and Intubation Techniques→French-language works237,207→