{"id":"W7106494121","doi":"10.22271/multi.2025.v7.i11c.843","title":"The role of human skin allograft in minimising hypertrophic scaring in burn wound healing: A meta-analytical study","year":2025,"lang":"","type":"article","venue":"International Journal of Multidisciplinary Trends","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burn wound; Hypertrophic scar; Wound healing; Wound care; Human skin; Complication; Odds ratio; Randomized controlled trial","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002632508,0.0004578521,0.001587108,0.002565467,0.0002636828,0.0001337499,0.0008791708,0.0001974322,0.00007385585],"category_scores_gemma":[0.0002851751,0.0003117658,0.0009797252,0.0009463403,0.0002718619,0.0002146785,0.0003916898,0.001206794,0.000002214452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009027499,"about_ca_system_score_gemma":0.0004786927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105925,"about_ca_topic_score_gemma":0.001675194,"domain_scores_codex":[0.9936901,0.0005684067,0.003274752,0.0004736352,0.001462215,0.0005309092],"domain_scores_gemma":[0.9966115,0.0009796883,0.001109745,0.0004296963,0.0006809832,0.0001883739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004064527,0.01418924,0.9083654,0.00005461169,0.02230997,0.00267891,0.01076179,0.003374544,0.0009758996,0.0009420686,0.0000233577,0.03225966],"study_design_scores_gemma":[0.01938802,0.003491071,0.9195732,0.001920525,0.008795978,0.0003351356,0.02507212,0.01704238,0.0004505531,0.003228608,0.000327434,0.000374964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798719,0.01207605,0.00001156077,0.004899434,0.0009808736,0.00026327,0.00001391835,0.000006003525,0.001876946],"genre_scores_gemma":[0.9977537,0.0003061641,0.0002311283,0.00002777984,0.0003289873,0.00001756373,0.00001006613,0.00003025903,0.001294288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0318847,"threshold_uncertainty_score":0.9999334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672716118769257,"score_gpt":0.4038745335955457,"score_spread":0.3471473724078531,"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."}}