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Record W7102431757

Comparative Immunogenicity and Safety of Measles-Mumps-Rubella Vaccine When Administered Using Needle Free Injection System to That with Conventional Needle-Syringe in India: A Randomized, Parallel Group Study

2025· article· en· W7102431757 on OpenAlexaff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2025
Typearticle
Languageen
FieldMedicine
TopicIntramuscular injections and effects
Canadian institutionsPediatric Oncology Group
Fundersnot available
KeywordsImmunogenicityAdverse effectVaccinationClinical trialInjection siteImmunization
DOInot available

Abstract

fetched live from OpenAlex

B S Ratta,1,* Ankur Naik,2,* Sarvesh Mutha3,* 1Consultant Paediatric Surgeon, Ruby Hall Clinic, Pune, India; 2Chief Technology Officer, IntegriMedical Private Limited, Pune, India; 3Chief Business Officer, IntegriMedical Private Limited, Pune, India*These authors contributed equally to this workCorrespondence: Ankur Naik, Email ankur@integrimedical.comIntroduction: Pain due to injection and fear of needles is documented barriers to vaccination in children. Needle-Free Injection System ie N-FIS®, is an innovative delivery solution that addresses these limitations. To demonstrate its performance, study was conducted to compare immunogenicity and safety of the MMR vaccine when administered by N-FIS, to that administered using needle-syringe and needle.Methodology: This was a prospective, randomized, parallel group study (January–September 2024). Eligible participants 9– 12 months of age were administered MMR vaccine 0.5 mL, subcutaneously using either N-FIS® or syringe. Immunogenicity and safety were assessed before and 28 days post vaccination.Results: A total of 60 infants with mean age of 10.5 months were enrolled in the study. At 28 day post dose 1 there was a significant and comparable rise in the MMR GMTs between the two groups. Similarly, at 28 day post vaccination, there was a significant rise in the proportions of seropositive subjects and the rates were comparable between the two groups (Measles: 100% vs 83%, p = 0.046; Mumps: 96.1% vs 95.8%, p = 0.999, Rubella: 92.3% vs 100%, p = 0.491). N-FIS was well tolerated and significantly lower number of subjects experienced pain (12% with N-FIS vs 33% with syringe). No serious or severe adverse events were reported.Conclusion: Administration of MMR vaccine using N-FIS induced robust and comparable immune responses to that observed with use of Needle-syringe and was well tolerated providing an alternative to paediatrician over conventional delivery system.Keywords: needle free injection system, immunogenicity, measles, mumps, rubella

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)0.003
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.143
GPT teacher head0.484
Teacher spread0.342 · 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 designRandomized 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
Published2025
Admission routes1
Has abstractyes

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