{"id":"W2145367819","doi":"10.1111/j.1600-6143.2008.02212.x","title":"Banff Schema for Grading Pancreas Allograft Rejection: Working Proposal by a Multi-Disciplinary International Consensus Panel","year":2008,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Astellas Pharma; University of Alberta","keywords":"Medicine; Grading (engineering); Pancreas; Intensive care medicine; Pathological; Pancreas transplantation; Psychological intervention; Biopsy; Pathology; Transplantation; Surgery; Internal medicine; Kidney transplantation; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1341019,0.002765199,0.004678395,0.01391325,0.004411171,0.006541456,0.01587062,0.008765997,0.00231267],"category_scores_gemma":[0.05840893,0.001925434,0.006523835,0.006977368,0.004634372,0.005958605,0.007427385,0.01527719,0.003444229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008671139,"about_ca_system_score_gemma":0.03079454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150384,"about_ca_topic_score_gemma":0.01224124,"domain_scores_codex":[0.9504988,0.02058098,0.01386787,0.002291923,0.01083654,0.001923781],"domain_scores_gemma":[0.9042393,0.01574105,0.007276563,0.00411197,0.06288455,0.005746444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007310985,0.001429897,0.03275445,0.007414097,0.0009651047,0.002967442,0.00560847,0.007509466,0.009441257,0.03847079,0.2726606,0.6200473],"study_design_scores_gemma":[0.0008351701,0.001310484,0.05271726,0.02012449,0.001413969,0.008454343,0.007584577,0.02326716,0.007831826,0.06428727,0.8111961,0.0009772596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02872437,0.05344916,0.5791695,0.223644,0.02752905,0.03459085,0.00402038,0.001935246,0.04693748],"genre_scores_gemma":[0.02967026,0.009575377,0.9251384,0.01024592,0.001796072,0.01148037,0.005296992,0.0002683013,0.006528345],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1341019,"threshold_uncertainty_score":0.7092073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05597653051332179,"score_gpt":0.3248785431641656,"score_spread":0.2689020126508438,"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."}}