{"id":"W3171991521","doi":"10.1097/tp.0000000000003842","title":"Evolving Trends in Risk Profiles and Outcomes in Older Adults Undergoing Kidney Retransplantation","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Institute on Aging","keywords":"Kidney; Selection (genetic algorithm); MEDLINE; Kidney transplantation; Risk assessment; Kidney transplant","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":[0.0007129897,0.0001520117,0.0002234954,0.001035144,0.000241764,0.0005917343,0.0002312887,0.0003172564,0.001100832],"category_scores_gemma":[0.002829215,0.00009520742,0.0003204363,0.001281958,0.0001404622,0.0007299804,0.0004285854,0.0004473391,0.0001889702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003609539,"about_ca_system_score_gemma":0.0003755114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007851757,"about_ca_topic_score_gemma":0.009867437,"domain_scores_codex":[0.9996516,0.00004826595,0.00007663292,0.00008829332,0.00007012756,0.00006522833],"domain_scores_gemma":[0.9980488,0.0001474941,0.0011657,0.00006511767,0.0003365335,0.0002362999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002615338,0.000008372022,0.9970523,0.00001071451,0.00001978569,0.00002366375,0.0001053036,0.00003234436,0.00006065418,0.00003708727,0.0001755944,0.002447977],"study_design_scores_gemma":[0.000001630401,0.00002561782,0.998869,0.00002042173,0.00001129599,0.0001236003,0.0003018409,0.0001604144,0.00003630233,0.00004808428,0.0003993675,0.000002475373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960498,0.001053163,0.0002149427,0.0004262986,0.00001699019,0.000007703003,0.001447153,0.0000100646,0.0007738888],"genre_scores_gemma":[0.9978382,0.0005610225,0.0001579509,0.00009721665,0.00003252448,0.000007818861,0.001165365,0.000002821889,0.0001371495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007851757,"threshold_uncertainty_score":0.01561207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101745211610934,"score_gpt":0.2805442922420356,"score_spread":0.2695268401259263,"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."}}