{"id":"W4377220435","doi":"10.34067/kid.0000000000000154","title":"Predicting Long-term Outcomes in Deceased Donor Kidney Transplant Recipients Using Three Short-term Graft Characteristics","year":2023,"lang":"en","type":"article","venue":"Kidney360","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; McGill University Health Centre","funders":"","keywords":"Medicine; Hazard ratio; Proportional hazards model; Renal function; Kidney transplantation; Urology; Transplantation; Kidney; Surgery; Internal medicine; Confidence interval","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":[0.00273808,0.0006147727,0.0004001294,0.001056925,0.0002114648,0.0009407373,0.0005864324,0.0004689034,0.001118089],"category_scores_gemma":[0.005399863,0.0001556358,0.001074908,0.0005420186,0.0002191506,0.0006050754,0.0007471136,0.0007792049,0.0002127047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006277601,"about_ca_system_score_gemma":0.0006685042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003655141,"about_ca_topic_score_gemma":0.003946256,"domain_scores_codex":[0.9995833,0.0001574096,0.00005301298,0.00008532529,0.00006075963,0.00006016647],"domain_scores_gemma":[0.9960025,0.001726009,0.00119405,0.000227663,0.000347762,0.0005019111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001898099,0.00005139382,0.9932889,0.000008616951,0.00007257962,0.00002642269,0.00001832755,0.003283425,0.0001032225,0.00005320232,0.0000809929,0.002823013],"study_design_scores_gemma":[0.0000386463,0.0007894671,0.8633002,0.00003545667,0.0002163782,0.000275693,0.0001660864,0.133201,0.000673525,0.0009099359,0.0003611713,0.00003237505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965711,0.0001581152,0.00244054,0.0001098861,0.000008557937,0.00001195428,0.0004848913,0.00001548697,0.0001994995],"genre_scores_gemma":[0.9985171,0.00004525334,0.0007032583,0.00001187096,0.000006406975,0.00001242482,0.0005545975,0.000001607583,0.0001475055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003655141,"threshold_uncertainty_score":0.01448047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05671688082913184,"score_gpt":0.3302181922080796,"score_spread":0.2735013113789477,"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."}}