{"id":"W4408289958","doi":"10.1001/jamainternmed.2025.0043","title":"Kidney Transplant Fast Track and Likelihood of Waitlisting and Transplant","year":2025,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stemcell Technologies","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Kidney transplant; Ethnic group; Cohort; Kidney disease; Prospective cohort study; Internal medicine; Kidney transplantation; Transplantation","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":[0.0001919395,0.0004985062,0.001271739,0.0004005965,0.00004919067,0.00002086127,0.0001376184,0.0005225901,0.000186349],"category_scores_gemma":[0.00008725167,0.0003363868,0.0001563961,0.0001281062,0.0002708515,0.00006991056,0.00001537634,0.001343595,0.00000328205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004148543,"about_ca_system_score_gemma":0.0001057723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000786942,"about_ca_topic_score_gemma":0.00001598606,"domain_scores_codex":[0.9976143,0.00006594815,0.0008609653,0.0005284992,0.0005614102,0.0003688918],"domain_scores_gemma":[0.9986204,0.0004602838,0.0002609732,0.0002474665,0.0001167182,0.0002941617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005914832,0.0005088025,0.1939735,0.0785317,0.008229955,0.03707772,0.01277089,9.544325e-7,0.005116284,0.000229168,0.5731047,0.08454148],"study_design_scores_gemma":[0.06004983,0.007237771,0.1155683,0.3087764,0.01739342,0.01711018,0.0004824801,0.0004839718,0.006380729,0.0005174639,0.4642408,0.001758653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03221184,0.003506721,0.001399138,0.9399984,0.001156323,0.001113473,0.001806257,0.0001025263,0.01870531],"genre_scores_gemma":[0.358695,0.01086683,0.0009712895,0.6123246,0.003290538,0.00004921456,0.002512411,0.0001119694,0.01117819],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3276738,"threshold_uncertainty_score":0.9999088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621166875144307,"score_gpt":0.2783238721520042,"score_spread":0.2621122034005611,"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."}}