{"id":"W4362556561","doi":"10.1038/s41598-023-31885-1","title":"Indwelling stents cause severe inflammation and fibrosis of the ureter via urothelial–mesenchymal transition","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada); Vancouver General Hospital; University of British Columbia","funders":"Boston Scientific Corporation","keywords":"Inflammation; Medicine; Fibrosis; Epithelial–mesenchymal transition; Ureter; Urology; Mesenchymal stem cell; Transition (genetics); Cancer research; Pathology; Internal medicine; Biology; Cancer; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000301513,0.00006592622,0.00009796987,0.00009275506,0.0001975716,0.00004653072,0.00003988789,0.00004415143,0.00002828054],"category_scores_gemma":[0.00003838578,0.00004555294,0.00006378561,0.0004568156,0.0001062845,0.00009435016,0.00002965671,0.00007001207,0.000007158561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001265811,"about_ca_system_score_gemma":0.00005011999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001421376,"about_ca_topic_score_gemma":0.000005028427,"domain_scores_codex":[0.9990153,0.00001812986,0.0002835293,0.0002576685,0.0003077785,0.0001175742],"domain_scores_gemma":[0.9993128,0.00001240212,0.0001333164,0.000375362,0.0001154675,0.00005070012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003030671,0.00003451083,0.02660644,0.0002506986,0.00005100532,0.00003409366,0.002994048,0.0004044172,0.9634401,0.00005520775,0.002973317,0.003125879],"study_design_scores_gemma":[0.001000749,0.0001819278,0.5540979,0.0008495623,0.0004440758,0.002300382,0.0004378313,0.01561328,0.3964199,0.0177972,0.01041927,0.0004379103],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975972,0.00003187967,0.0001856908,0.0009898678,0.000620727,0.0003684922,0.000003586379,0.00004044176,0.0001620929],"genre_scores_gemma":[0.9984577,0.000004264972,0.0001307036,0.00003223052,0.00004986604,0.00001608774,0.00003952375,0.0000077788,0.001261806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5670201,"threshold_uncertainty_score":0.1857595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196412745726048,"score_gpt":0.2506798800116266,"score_spread":0.2310386054390218,"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."}}