{"id":"W3161719511","doi":"10.1016/j.transproceed.2021.03.027","title":"Clinical Significance of Isolated V1 Arteritis in Renal Transplantation","year":2021,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Arteritis; Medicine; Transplantation; Giant cell arteritis; Biopsy; Vasculitis; Renal function; Kidney transplantation; Gastroenterology; Clinical significance; Internal medicine; Renal biopsy; Surgery; Urology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001784193,0.0001108734,0.0003015569,0.0001258624,0.00003723835,0.00001284717,0.00004156536,0.0001753825,0.0002440704],"category_scores_gemma":[0.00001782087,0.0001114754,0.0001299849,0.0004474121,0.00007009555,0.000169903,0.000001726215,0.0002707859,0.00001521058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002021377,"about_ca_system_score_gemma":0.0001167971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002159317,"about_ca_topic_score_gemma":0.00002435662,"domain_scores_codex":[0.9986616,0.00002185049,0.0006642274,0.0002774328,0.0002085204,0.0001663418],"domain_scores_gemma":[0.9994481,0.00004662116,0.0001057851,0.00006112218,0.0002511921,0.00008715265],"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":[0.003278808,0.001771692,0.2544845,0.005463993,0.0005391887,0.003021123,0.01405856,0.0000540488,0.6797717,0.01126149,0.0006424317,0.02565244],"study_design_scores_gemma":[0.01264977,0.0006627303,0.8952489,0.002468525,0.0008068813,0.002883864,0.0006913456,0.0008024419,0.081793,0.0009985251,0.0006382321,0.0003557692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908805,0.0001437289,0.002272561,0.0007995599,0.0001014012,0.0002798397,0.00007315005,0.00005216304,0.005397049],"genre_scores_gemma":[0.9916728,0.005973002,0.001482925,0.0001647285,0.00004961407,0.00002709464,0.0003809657,0.00001538258,0.0002334779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6407644,"threshold_uncertainty_score":0.4545835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868659815560048,"score_gpt":0.2933929483005044,"score_spread":0.2747063501449039,"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."}}