{"id":"W4396641060","doi":"10.1016/j.ekir.2024.04.054","title":"Relevance of the Banff Human Organ Transplant Consensus Gene Panel for Detecting Antibody and T-Cell–Mediated Rejection of Kidney Allografts","year":2024,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fondation pour la Recherche Médicale; Agence Nationale de la Recherche; European Commission","keywords":"Medicine; Histology; Antibody; Kidney transplantation; Organ transplantation; Kidney; Graft rejection; Pathology; Transplantation; Disease; Kidney transplant; Cell; Stage (stratigraphy); Gene; Immunology; Internal medicine; 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":[0.00779793,0.0005416173,0.0006612564,0.002303177,0.000604423,0.001495786,0.0009183266,0.001073787,0.003114472],"category_scores_gemma":[0.006401137,0.0001539517,0.0004085472,0.001137985,0.000703196,0.0005009983,0.000581015,0.001387016,0.00124089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050183,"about_ca_system_score_gemma":0.002339271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004231387,"about_ca_topic_score_gemma":0.009573718,"domain_scores_codex":[0.9933709,0.002438675,0.0004669903,0.0007054433,0.002620971,0.0003970199],"domain_scores_gemma":[0.9945534,0.001458375,0.0005224856,0.0003500998,0.002563441,0.0005521959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001814847,0.0007006172,0.5639987,0.0005839315,0.000303877,0.001033073,0.0003359659,0.002039689,0.1215052,0.005919336,0.03455405,0.2672107],"study_design_scores_gemma":[0.0001618953,0.002868528,0.7283193,0.0007741381,0.0004364921,0.007619368,0.0009097347,0.0110355,0.06038764,0.007321295,0.179996,0.0001700084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6765772,0.04060217,0.0967859,0.0324109,0.005093849,0.002252121,0.01252776,0.001409263,0.1323408],"genre_scores_gemma":[0.8831568,0.004601229,0.08869714,0.008944823,0.001593743,0.001141272,0.006568827,0.0002461206,0.005050081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00779793,"threshold_uncertainty_score":0.04123986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02212943913651238,"score_gpt":0.3062489391008901,"score_spread":0.2841194999643777,"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."}}