{"id":"W3103340514","doi":"10.1097/tp.0000000000003547","title":"Immunosuppression Regimen Use and Outcomes in Older and Younger Adult Kidney Transplant Recipients: A National Registry Analysis","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Immunosuppression; Medicine; Regimen; Kidney transplant; Kidney transplantation; Young adult; Internal medicine; Intensive care medicine; Pediatrics; Gerontology; Kidney","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":[0.001094661,0.0001385044,0.0003772376,0.0009237658,0.0002440038,0.0004704122,0.000267737,0.0002107621,0.001071469],"category_scores_gemma":[0.002152109,0.0001765375,0.0006439921,0.00172716,0.0001509256,0.000564896,0.0005192071,0.0004940929,0.0001489127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874093,"about_ca_system_score_gemma":0.0004592455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005791051,"about_ca_topic_score_gemma":0.007914796,"domain_scores_codex":[0.9993677,0.0001286011,0.0001469538,0.0001524167,0.0001170969,0.00008721362],"domain_scores_gemma":[0.9969765,0.0003468736,0.001993968,0.0002200506,0.0002179069,0.0002448669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004387947,0.00001266838,0.9991788,0.000008158228,0.0000504884,0.00001759207,0.00001543002,0.00003002798,0.00003273721,0.00001034443,0.000104247,0.0004955907],"study_design_scores_gemma":[0.000006175722,0.00003210032,0.9992887,0.000008483848,0.00005606099,0.0001069119,0.00008629979,0.0001643159,0.00002889793,0.00001116368,0.0002083316,0.000002574097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972492,0.0003269242,0.00008106618,0.00004375015,0.000004453213,0.00000844269,0.001856504,0.000003831748,0.0004258942],"genre_scores_gemma":[0.9977494,0.0002152657,0.0001000352,0.00003945668,0.000009018465,0.00001467341,0.001805876,0.000002640913,0.00006367643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005791051,"threshold_uncertainty_score":0.01151466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184077180244294,"score_gpt":0.2878875576391089,"score_spread":0.266046785836666,"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."}}