{"id":"W4415438795","doi":"10.1111/ctr.70353","title":"Reduced Functional Status among Kidney Transplant Recipients over Time and Associated Risks Post‐Transplant","year":2025,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Kidney transplant; Kidney transplantation; Kidney; Kidney disease; Risk assessment; Transplantation; MEDLINE","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005010091,0.0003794072,0.0007025155,0.0002673323,0.0002303325,0.00005231135,0.00007678934,0.0004156616,0.0004090772],"category_scores_gemma":[0.0001179018,0.0003228268,0.0003550608,0.0003541196,0.0002333591,0.0002378651,0.000006065267,0.0004937566,0.00007039148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009325507,"about_ca_system_score_gemma":0.000268524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000234166,"about_ca_topic_score_gemma":0.00006441512,"domain_scores_codex":[0.9969509,0.0002550921,0.001119692,0.000706711,0.0004746876,0.0004929126],"domain_scores_gemma":[0.9981018,0.0007121352,0.0001926523,0.0002503304,0.0001755784,0.0005674519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00443356,0.0007223755,0.9868331,0.000317409,0.001075718,0.0002450896,0.0003377003,0.00001877765,0.003751636,0.0001576431,0.0001951443,0.001911857],"study_design_scores_gemma":[0.01237179,0.0004507429,0.9809509,0.002122264,0.002091681,0.00006898456,0.00001019086,0.0005056706,0.0009039871,0.0001206739,0.0001239788,0.0002791472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991337,0.0001056451,0.001555362,0.0005621626,0.0007797963,0.0007953513,0.001698159,0.0001790143,0.002987531],"genre_scores_gemma":[0.9845824,0.003793064,0.0004580812,0.001601507,0.00007815765,0.00004114129,0.007320907,0.00003594534,0.002088762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007938227,"threshold_uncertainty_score":0.9999224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979363889299691,"score_gpt":0.3675354458959119,"score_spread":0.3177418070029149,"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."}}