{"id":"W1981230076","doi":"10.1053/j.ajkd.2012.01.028","title":"Immune Monitoring of Kidney Allografts","year":2012,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diagnostic Services Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Immunology; Immune system; Cytotoxic T cell; Chemokine; Granzyme B; CXCL9; Kidney transplantation; Kidney; CXCR3; CXCL10; CD8; Internal medicine; Biology; Chemokine receptor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001104118,0.0002259153,0.0004959619,0.0008967646,0.0003222675,0.0008004421,0.0002512962,0.000351317,0.0007310968],"category_scores_gemma":[0.001828207,0.00008995281,0.0002466088,0.0004117635,0.0001884999,0.0003535185,0.0002281442,0.0005402119,0.0002195967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002714741,"about_ca_system_score_gemma":0.0002610643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004297206,"about_ca_topic_score_gemma":0.0005509221,"domain_scores_codex":[0.9992932,0.0002733443,0.00006017178,0.00008500104,0.0001794817,0.0001087448],"domain_scores_gemma":[0.9990082,0.0002441666,0.0003075248,0.00006896164,0.0002387735,0.0001324501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001887875,0.000317892,0.9200101,0.0001093748,0.00008976623,0.0005953682,0.000320845,0.0002420593,0.01484213,0.0002443278,0.0007257005,0.06061459],"study_design_scores_gemma":[0.00006843319,0.002812957,0.9561858,0.0001531864,0.0003357824,0.004254258,0.0006052144,0.002617299,0.02627618,0.0006278714,0.006039324,0.00002366229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920757,0.00355378,0.0005875651,0.000140362,0.0000541249,0.00002120002,0.00007452224,0.00001965652,0.003473098],"genre_scores_gemma":[0.9983982,0.0006246859,0.0003166642,0.0001127026,0.00006281558,0.000009724334,0.00007289002,0.000003889216,0.0003983379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001104118,"threshold_uncertainty_score":0.005839169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397050518293043,"score_gpt":0.3009194540788679,"score_spread":0.2869489488959375,"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."}}