{"id":"W4412359485","doi":"10.21608/ejhm.2025.440263","title":"Nanofat Grafting in Burn Scar Rejuvenation","year":2025,"lang":"en","type":"article","venue":"The Egyptian Journal of Hospital Medicine","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rejuvenation; Grafting; Surgery; Skin grafting; Burn wound; Wound healing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001969819,0.000115929,0.0002829923,0.000240913,0.0001164417,0.00002010201,0.0006289568,0.00006062653,0.0001300934],"category_scores_gemma":[0.0003922684,0.00006614668,0.00005409186,0.0008041115,0.0004147378,0.0001321082,0.00006037275,0.0002843441,0.00002016307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211324,"about_ca_system_score_gemma":0.00009701576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001793728,"about_ca_topic_score_gemma":0.000006121902,"domain_scores_codex":[0.9983337,0.0001045995,0.0007073489,0.0001397261,0.000465199,0.0002494599],"domain_scores_gemma":[0.9988258,0.0002715053,0.0003826803,0.0002429641,0.0001994819,0.00007760699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001302444,0.0003259123,0.003597899,0.00006525039,0.0000552516,0.00007762242,0.003666198,0.00004759306,0.9180689,0.01683305,0.03118573,0.02594638],"study_design_scores_gemma":[0.01473381,0.008911781,0.05245924,0.00844974,0.0005967148,0.0004985453,0.006643682,0.001019119,0.5510881,0.2835746,0.07078585,0.001238792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8665372,0.002507294,0.007684596,0.11774,0.002208602,0.0002993315,0.000001629445,0.0000274745,0.002993882],"genre_scores_gemma":[0.9955945,0.0001253597,0.002681435,0.0008479509,0.0003910945,0.000008344108,0.000001197602,0.000008880854,0.000341221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3669808,"threshold_uncertainty_score":0.2697383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005166885366798387,"score_gpt":0.2629709146666854,"score_spread":0.257804029299887,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}