{"id":"W1991459072","doi":"10.1159/000170203","title":"Immunobiology of Chronic Renal Transplant Rejection","year":2008,"lang":"en","type":"review","venue":"Blood Purification","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"University of Toronto; Kidney Foundation of Canada; Heart and Stroke Foundation of Canada","keywords":"Chronic renal failure; Medicine; Inflammation; Pathophysiology; Immunology; Immune system; Transplantation; Renal transplant; Intensive care medicine; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006387095,0.000265544,0.001117074,0.0002390567,0.00005188436,0.000003808897,0.00008903632,0.0003259089,0.00005682816],"category_scores_gemma":[0.000006775533,0.0001955058,0.0004983844,0.0002499677,0.00005940444,0.00003523921,0.000003265178,0.0002120395,0.0000702465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008412623,"about_ca_system_score_gemma":0.0003445939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003098127,"about_ca_topic_score_gemma":0.000002659638,"domain_scores_codex":[0.9985311,0.00009994949,0.0007348101,0.0003133278,0.0001609812,0.0001598443],"domain_scores_gemma":[0.9989893,0.00006910141,0.000445245,0.0003752597,0.00006611708,0.00005498639],"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":[0.00008684603,0.0009485985,0.0001111322,0.02601179,0.002181868,0.0001215237,0.000108686,0.000001051083,0.0004643584,0.0003369881,0.00004209963,0.9695851],"study_design_scores_gemma":[0.002696311,0.001062677,0.001168363,0.02905213,0.009550784,0.007579136,0.000002486929,0.000003509902,0.001032335,0.00001035791,0.9475039,0.0003380578],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008892862,0.9978134,0.0001692618,0.0000150447,0.0001291243,0.0009016031,0.0001229272,0.00004257114,0.0007171613],"genre_scores_gemma":[0.0007231052,0.9948497,0.0002569538,0.000005635259,0.0001412888,0.0001298149,0.00328438,0.00003320479,0.0005758594],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.969247,"threshold_uncertainty_score":0.7972494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166767593993721,"score_gpt":0.3240702143494642,"score_spread":0.282402538409527,"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."}}