{"id":"W3158365154","doi":"10.1016/j.transproceed.2021.02.019","title":"Early Transplant Arteriopathy in Kidney Transplantation","year":2021,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"University of Washington","keywords":"Medicine; Transplantation; Surgery; Biopsy; Vasculitis; Arteritis; Kidney transplantation; Creatinine; Pathology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009261757,0.0004293279,0.0006564563,0.002920484,0.001445247,0.002415487,0.0005862598,0.001990022,0.00647965],"category_scores_gemma":[0.004629773,0.0002965876,0.000430472,0.001517266,0.00069111,0.001193963,0.0007057805,0.002628285,0.000619198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006920455,"about_ca_system_score_gemma":0.001416599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549076,"about_ca_topic_score_gemma":0.002575898,"domain_scores_codex":[0.9992533,0.0001650199,0.00007926907,0.00004751617,0.0001705825,0.0002843338],"domain_scores_gemma":[0.9975234,0.001016009,0.0004064978,0.00007734063,0.000264716,0.000712103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007883641,0.0006753433,0.7400571,0.0002386736,0.0000562204,0.2283383,0.0006250996,0.0003116539,0.001355265,0.00178291,0.001754795,0.02401619],"study_design_scores_gemma":[0.00006451259,0.0004732839,0.5446866,0.0005552243,0.0002304643,0.4387624,0.002680468,0.001067084,0.001445584,0.003694576,0.006267722,0.00007203505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399544,0.0117003,0.0008110794,0.003886808,0.0003527826,0.00004364744,0.0001238949,0.0000479721,0.04307915],"genre_scores_gemma":[0.9932106,0.003366097,0.0004041278,0.0003961231,0.001115673,0.000009640558,0.0001019926,0.000009228725,0.001386504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00647965,"threshold_uncertainty_score":0.0216766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524623029859792,"score_gpt":0.2489919351004984,"score_spread":0.2337457048019005,"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."}}