{"id":"W1979613923","doi":"10.1111/j.1600-6143.2005.00843.x","title":"Epithelial to Mesenchymal Transition During Late Deterioration of Human Kidney Transplants: The Role of Tubular Cells in Fibrogenesis","year":2005,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Muttart Foundation; Kidney Foundation of Canada; Genome Canada","keywords":"Vimentin; Epithelial–mesenchymal transition; Cytokeratin; Pathology; Desmin; Medicine; Immunostaining; Fibrosis; Mesenchymal stem cell; Immunohistochemistry; Cancer research; Internal medicine; Metastasis; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002435338,0.0001072017,0.0003585514,0.0002637892,0.00002887316,0.000002812159,0.00006573488,0.00003003668,0.00001530303],"category_scores_gemma":[0.000007320014,0.00007545055,0.00009300467,0.0002654764,0.00008138752,0.00008673793,0.000001047014,0.0001210832,7.431372e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003268247,"about_ca_system_score_gemma":0.00004712395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006841762,"about_ca_topic_score_gemma":0.00002454601,"domain_scores_codex":[0.998874,0.00008185921,0.0005644161,0.00008611999,0.0002748319,0.0001187901],"domain_scores_gemma":[0.999473,0.00002996838,0.0002206652,0.00007959036,0.00009415735,0.000102584],"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":[0.0006905387,0.00006672505,0.0007771758,0.0001276901,0.00005566933,0.00002334626,0.009681951,0.01042551,0.9729977,0.00001176415,0.000001310996,0.005140649],"study_design_scores_gemma":[0.001535491,0.001268993,0.03081257,0.0006793396,0.0002177138,0.0001814672,0.0004851205,0.000353497,0.9643251,0.000004277125,0.00006484735,0.00007155062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942375,0.0002753457,0.00449118,0.0007322958,0.00005491655,0.0001522493,0.000040482,0.000005336909,0.00001064412],"genre_scores_gemma":[0.9976166,0.000266325,0.001875765,0.00003055149,0.0001610333,0.000002678049,0.00001468233,0.0000134075,0.00001889207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03003539,"threshold_uncertainty_score":0.3076784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00399527664688431,"score_gpt":0.2330021662186831,"score_spread":0.2290068895717988,"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."}}