{"id":"W7117629600","doi":"10.31579/2578-8949/202","title":"Bioengineered Kidney Regeneration and Transplantation: Progress, Challenges, and Translational Prospects","year":2025,"lang":"","type":"article","venue":"Dermatology and Dermatitis","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Regeneration (biology); Transplantation; Regenerative medicine; Kidney; Tissue engineering; Kidney transplantation; Angiogenesis; Immune system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001218224,0.0003759049,0.0006317112,0.000325912,0.0002874119,0.00004273116,0.00004394043,0.0003813069,0.00002897825],"category_scores_gemma":[0.00005434264,0.0003470814,0.00003500617,0.0001764823,0.0006778012,0.0001810554,0.00001940221,0.00032611,0.000003189293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001163019,"about_ca_system_score_gemma":0.0001431716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006963113,"about_ca_topic_score_gemma":0.00001965091,"domain_scores_codex":[0.9983752,0.0001218174,0.0005111809,0.0004906543,0.0001658039,0.0003353761],"domain_scores_gemma":[0.99923,0.0001184818,0.00007608566,0.000165245,0.00009411318,0.0003160389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003485937,0.0004591358,0.05946252,0.03739277,0.00203347,0.002516845,0.02758174,0.00005108584,0.00242804,0.5488076,0.02311212,0.2958061],"study_design_scores_gemma":[0.0237303,0.0005792693,0.7117622,0.007890963,0.002653913,0.02760651,0.001021936,0.05313329,0.01731463,0.004514663,0.1481912,0.001601042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05420211,0.8062009,0.00867829,0.1282462,0.0008709869,0.0008475681,0.00007327599,0.0001116918,0.0007690174],"genre_scores_gemma":[0.8553752,0.1412074,0.001549749,0.0006244036,0.0002261372,0.00007195098,0.0002095132,0.00002072031,0.0007149341],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.801173,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00966505307286827,"score_gpt":0.2439222701070653,"score_spread":0.234257217034197,"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."}}