{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001342994,0.0002042491,0.0003435511,0.0004304668,0.0000558614,0.00002975019,0.00003012711,0.0001169456,0.0001537454],"category_scores_gemma":[0.00003070102,0.0001847299,0.00007465995,0.0004655057,0.00002417451,0.000281325,0.000002511146,0.0002066809,0.000007178839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007117423,"about_ca_system_score_gemma":0.00008508487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003626287,"about_ca_topic_score_gemma":0.002076945,"domain_scores_codex":[0.9985665,0.0001067846,0.0004426006,0.0003877085,0.0002509487,0.0002454781],"domain_scores_gemma":[0.9994313,0.000192464,0.00008136394,0.0001238937,0.00004767806,0.0001233485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005614601,0.0002276499,0.9868092,0.001150863,0.00005888936,0.0008580298,0.004363105,0.00003653609,0.0006692199,0.0000972079,0.000003201366,0.005164657],"study_design_scores_gemma":[0.01303994,0.00008070298,0.978312,0.00253765,0.0002120641,0.0002094915,0.0003519229,0.0005890565,0.004424108,0.00007025332,0.000002016753,0.0001707696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965307,0.000250354,0.0007630893,0.0004731151,0.0000915978,0.0002981742,0.0001481076,0.00004718936,0.001397722],"genre_scores_gemma":[0.9914221,0.004215488,0.002315857,0.0001846942,0.00001536636,0.0000368905,0.001483663,0.00002307056,0.0003028831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247848,"threshold_uncertainty_score":0.7533069,"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."}}