{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00347905,0.000609817,0.001298193,0.0009613635,0.0004346601,0.002862058,0.000860587,0.002033016,0.002290346],"category_scores_gemma":[0.001565436,0.0002861995,0.0006468037,0.0009815851,0.00153445,0.003883156,0.00158463,0.002615209,0.0006985645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006936098,"about_ca_system_score_gemma":0.002646259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004341158,"about_ca_topic_score_gemma":0.0008486192,"domain_scores_codex":[0.9993873,0.0001499545,0.00007934172,0.00009732467,0.0001972089,0.0000889807],"domain_scores_gemma":[0.9986702,0.0007982567,0.0001207352,0.00004490236,0.0002469079,0.0001190203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000170933,0.0002305881,0.0005927401,0.02166964,0.00009760724,0.0005496661,0.000594809,0.001527206,0.01875693,0.04225707,0.01624574,0.8973071],"study_design_scores_gemma":[0.00003143463,0.0008929328,0.001295308,0.008017316,0.0001802948,0.001836222,0.0008116007,0.001151019,0.009203389,0.03005511,0.9464351,0.00009022284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001190026,0.991556,0.002243657,0.002990926,0.000662035,0.00001043336,0.00001659762,0.00002489166,0.001305384],"genre_scores_gemma":[0.005149934,0.9911162,0.00149873,0.0009346614,0.0007165556,0.00001791245,0.0000364607,0.000007301764,0.0005222189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00347905,"threshold_uncertainty_score":0.01839918,"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."}}