Total joint arthroplasty is a surgical procedure with rising global incidence. Although a strong postoperative inflammatory response is necessary for tissue repair following primary arthroplasty, it may prove to be harmful if excessive or prolonged. This could compromise osseointegration, increase pain, and delay the d...
Adelina-Elena Moise, M. Gherghe, A. Grigore et al.· Medicina· 0 citations
CreditTrace-LLM evaluates target responsiveness, credit locality, paraphrase stability, and traceable Gold-point-level outputs as complementary diagnostic dimensions rather than as predefined criteria for acceptable grading performance.
Cătălin Anghel, A. Anghel, M. Craciun et al.· Computers· 0 citations
A physician-facing Clinical AI-Readiness Guide for preparing medical datasets before AI-based analysis to improve collaboration between clinical and technical teams and reduce preventable dataset-related failures in medical AI research is proposed.
Cătălin Anghel, A. Anghel, M. Craciun et al.· Journal of Clinical Medicine· 0 citations
ConsensusGrade provides a diagnostic framework for interpreting automated scores relative to observed human variability; inside-envelope rates should not be interpreted as stand-alone measures of grading accuracy.
Cătălin Anghel, A. Anghel, Mihai Vlase et al.· Applied System Innovation· 0 citations
Student-history metadata can influence LLM-generated grading scores despite explicit instructions to ignore it, and future LLM-based grading systems should separate answer-based scoring from learner-context-based personalization and validate score invariance under controlled learner-context variations.
Cătălin Anghel, A. Anghel, M. Craciun et al.· Machine Learning and Knowled...· 0 citations
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