{"id":"W4380626193","doi":"10.1093/ndt/gfad063c_6456","title":"#6456 DSA-NEGATIVE MICROVASCULAR INFLAMMATION IN KIDNEY TRANSPLANT BIOPSIES: GENE EXPRESSION COMPARISON WITH NATIVE AND TRANSPLANT KIDNEY CONTROLS","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta Hospital","funders":"","keywords":"Medicine; Kidney; Gene expression; Biopsy; Kidney transplantation; Pathology; Inflammation; Internal medicine; Gene; Biology","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":[0.0002025021,0.0001234567,0.0001917163,0.0005667866,0.0002122515,0.0002613938,0.0001031159,0.0001382789,0.002046695],"category_scores_gemma":[0.0002789494,0.00006936985,0.0001045743,0.0004305407,0.0002235822,0.00008990548,0.0001403648,0.00009530497,0.0002185673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284823,"about_ca_system_score_gemma":0.00009856082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006985635,"about_ca_topic_score_gemma":0.0009079795,"domain_scores_codex":[0.9997577,0.00002858808,0.00002628165,0.00008801726,0.00006242353,0.00003691776],"domain_scores_gemma":[0.9998123,0.000043573,0.00005537433,0.00001842541,0.0000399281,0.00003038468],"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":[0.001695694,0.0001238874,0.4159324,0.0001364059,0.00009537845,0.0003839978,0.0002508818,0.0001379388,0.5707194,0.0001107499,0.0002441285,0.01016907],"study_design_scores_gemma":[0.00001502544,0.000431089,0.9595584,0.000008001242,0.00005370645,0.001479141,0.0003242761,0.0004942942,0.03658265,0.00004872757,0.0009995055,0.00000513294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987411,0.000138177,0.000414526,0.000005506318,0.000003506269,0.00001098168,0.000382701,0.000006400307,0.0002971448],"genre_scores_gemma":[0.9969249,0.0001221823,0.00115724,0.00001988312,0.00000736273,0.00003908521,0.001214303,0.000005281714,0.0005097398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002046695,"threshold_uncertainty_score":0.006846905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346227146057555,"score_gpt":0.2677141905701014,"score_spread":0.2542519191095259,"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."}}