{"id":"W3153882540","doi":"10.2215/cjn.19731220","title":"Patient Management When Returning to Dialysis after a Failed Kidney Transplant","year":2021,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Kidney transplantation; Kidney transplant; Kidney; Panel reactive antibody; Microscopic polyangiitis; Intensive care medicine; Surgery; Internal medicine; Vasculitis; 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":[0.0005554294,0.0006631308,0.001084823,0.001207325,0.003918062,0.002124291,0.001020417,0.003864712,0.003032289],"category_scores_gemma":[0.0045748,0.0003163699,0.000847542,0.0009850946,0.0007914089,0.002129457,0.001170833,0.004217113,0.0007190028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150021,"about_ca_system_score_gemma":0.001385809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002155806,"about_ca_topic_score_gemma":0.005227334,"domain_scores_codex":[0.9992711,0.000134471,0.0001142806,0.00009511424,0.0001393354,0.0002457687],"domain_scores_gemma":[0.9982774,0.0003772472,0.0003187901,0.00003202288,0.0001924902,0.0008020002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0001408298,0.0001891128,0.1142605,0.000174164,0.0000597003,0.8564529,0.001259509,0.0004941898,0.0006596324,0.0009479372,0.01466969,0.01069179],"study_design_scores_gemma":[0.00003395189,0.0002652335,0.03798611,0.000651281,0.00006155156,0.9402292,0.005698308,0.001034452,0.0003585226,0.003141094,0.01047724,0.00006312555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7485723,0.02445789,0.007977074,0.1312724,0.003740907,0.0007043111,0.0009977889,0.0004780016,0.08179937],"genre_scores_gemma":[0.966744,0.006294286,0.002539184,0.01764824,0.003432754,0.0001048062,0.0005110082,0.00006516771,0.002660567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003918062,"threshold_uncertainty_score":0.01014405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452231195931704,"score_gpt":0.330232473947729,"score_spread":0.3057101619884119,"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."}}