{"id":"W4413207166","doi":"10.12669/pjms.41.8.11679","title":"Clinical effectiveness of double-layer artificial dermis transplantation repairing hand wounds with limited bone and tendon exposure","year":2025,"lang":"en","type":"article","venue":"Pakistan Journal of Medical Sciences","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermis; Granulation tissue; Wound healing; Surgery; Transplantation; Tendon; Pathology","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":[0.005527348,0.00008502361,0.0003923195,0.0002401801,0.0001284372,0.00004679898,0.0001171371,0.0001021067,0.000080566],"category_scores_gemma":[0.0001856722,0.00005175552,0.00006718433,0.0005258452,0.001085507,0.0001091963,0.000009215201,0.0003487179,5.307872e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001777371,"about_ca_system_score_gemma":0.0006061932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003107827,"about_ca_topic_score_gemma":0.00005311849,"domain_scores_codex":[0.9974751,0.0002395623,0.0006668274,0.0001711797,0.001280405,0.0001668745],"domain_scores_gemma":[0.9984244,0.000903425,0.0001692847,0.00006678123,0.0001848001,0.0002512941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01918719,0.0007932141,0.8856028,0.003205382,0.0003390186,0.002462988,0.001358513,0.00002094204,0.02486097,0.005284338,0.0000449919,0.05683965],"study_design_scores_gemma":[0.01771933,0.006324636,0.8859652,0.008186256,0.0005544194,0.00228342,0.001406588,0.0003462009,0.07598553,0.0006681894,0.0003738444,0.0001864094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906793,0.0008793756,0.00542532,0.002239603,0.0001329345,0.0001528349,0.000002122662,0.000006907464,0.0004816361],"genre_scores_gemma":[0.9984095,0.0008356353,0.0005892596,0.00005070578,0.00007296957,0.000001434387,0.00000150987,0.000003761601,0.00003524325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05665324,"threshold_uncertainty_score":0.3999594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06908223062429374,"score_gpt":0.4321974071680821,"score_spread":0.3631151765437884,"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."}}