{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00431003,0.00014867,0.0002854063,0.0002863529,0.0005285305,0.0008693952,0.00034285,0.0004265839,0.002340623],"category_scores_gemma":[0.0116291,0.0001449054,0.0005846079,0.0004881174,0.0003015271,0.0008375703,0.0006137242,0.0007562808,0.00009965036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006068213,"about_ca_system_score_gemma":0.001574497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520682,"about_ca_topic_score_gemma":0.002956425,"domain_scores_codex":[0.9973605,0.001238322,0.0003073721,0.0003193611,0.0004891752,0.0002853347],"domain_scores_gemma":[0.9899452,0.002773732,0.005562669,0.0003192106,0.0003641846,0.001034911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003439475,0.0008993979,0.984934,0.0001024256,0.000319427,0.00001985971,0.0001600798,0.0002689863,0.0001262707,0.0001720091,0.0002380404,0.009320116],"study_design_scores_gemma":[0.0006000053,0.004327986,0.9914995,0.00009895203,0.0003239633,0.0001248729,0.0003989319,0.001431149,0.0002649817,0.0002405269,0.0006703425,0.00001889138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979661,0.0004550663,0.000296742,0.0002767531,0.00002044507,0.00006217003,0.0002003765,0.000003947382,0.0007184587],"genre_scores_gemma":[0.9993586,0.00006471502,0.0002196745,0.0000611553,0.00002042448,0.0000486239,0.0001143417,0.000001004511,0.0001115134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00431003,"threshold_uncertainty_score":0.02279389,"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."}}