{"id":"W4403830667","doi":"10.1681/asn.20244y05ryg1","title":"Epithelial Injury Patterns Induced by Acute T Cell-Mediated Rejection in Kidney Transplants","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta","funders":"","keywords":"Acute kidney injury; Medicine; Graft rejection; Kidney; Kidney transplantation; Pathology; Cancer research; Internal medicine; Immunology; Urology; Transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002881734,0.0001999162,0.0003211961,0.0006412083,0.0002148128,0.0005194583,0.0001302094,0.0002829447,0.0007787584],"category_scores_gemma":[0.0002028622,0.000130705,0.000363129,0.0005194843,0.0003094946,0.0002019489,0.0003284828,0.0004103072,0.0002857568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606266,"about_ca_system_score_gemma":0.0002451011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003177417,"about_ca_topic_score_gemma":0.000511156,"domain_scores_codex":[0.9996194,0.00003966227,0.00003360679,0.00008931708,0.0001417212,0.00007637517],"domain_scores_gemma":[0.9997284,0.00002767026,0.0001227665,0.00001738951,0.00005336207,0.00005042525],"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":[0.0002724058,0.0000256515,0.00886029,0.0001241829,0.00003052225,0.0001072097,0.00006376039,0.0001526,0.9885449,0.00004804568,0.00004165965,0.001728726],"study_design_scores_gemma":[0.00002578436,0.0009324977,0.4474036,0.00005619107,0.0001644081,0.00168503,0.0005139698,0.002127274,0.5437845,0.0002770315,0.002999565,0.00003009146],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948788,0.001236589,0.00245591,0.00002565011,0.00001069369,0.00002368034,0.0007366597,0.00006186232,0.0005702006],"genre_scores_gemma":[0.9943621,0.0009014889,0.002225039,0.00008856783,0.0000111398,0.00004644764,0.001787429,0.00002658061,0.0005511832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007787584,"threshold_uncertainty_score":0.0026052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267713329518605,"score_gpt":0.2922973771490351,"score_spread":0.279620243853849,"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."}}