{"id":"W4210383413","doi":"10.5489/cuaj.7648","title":"Contemporary risk factors for ureteral stricture following renal transplantation","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Odds ratio; Transplantation; Surgery; Retrospective cohort study; Complication; Renal function; Logistic regression; Kidney transplantation; Confidence interval; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003798971,0.0001067314,0.000186267,0.0001445608,0.001052155,0.00005849857,0.0001062399,0.0001045331,0.0003053955],"category_scores_gemma":[0.0002753144,0.00008936494,0.0002882814,0.0001702172,0.00000734132,0.00007984365,0.000007025341,0.0006771468,0.000002119446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006957811,"about_ca_system_score_gemma":0.0004980444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000585256,"about_ca_topic_score_gemma":0.00008502651,"domain_scores_codex":[0.9988383,0.0001315484,0.0002734915,0.0001620227,0.0002944973,0.0003001152],"domain_scores_gemma":[0.9990198,0.0001777505,0.000237473,0.00006592143,0.0000972645,0.0004017935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000211798,0.00005268354,0.9360005,0.000006288492,0.0002934729,0.0000609742,0.0006843398,0.0008557143,0.000253804,0.0001833566,0.06087815,0.0005189028],"study_design_scores_gemma":[0.002332698,0.001063035,0.8400993,0.000006142787,0.0002870804,0.000257906,0.0003088624,0.001242855,0.00001949535,0.00238246,0.1517894,0.000210836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832227,0.0002240587,0.001313767,0.01312244,0.0003611965,0.0003916583,0.0005068582,0.00003290991,0.0008244374],"genre_scores_gemma":[0.9954848,0.00001065704,0.0002267174,0.003282286,0.0002565458,0.00004423011,0.000333911,0.00001152679,0.0003492759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09590124,"threshold_uncertainty_score":0.809243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209251073053872,"score_gpt":0.2418747824719858,"score_spread":0.2197822717414471,"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."}}