{"id":"W4385075193","doi":"10.5489/cuaj.8296","title":"De novo urethral stricture disease in renal transplant recipients","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Urethral stricture; Surgery; Transplantation; Odds ratio; Urinary system; Retrospective cohort study; Urology; Internal medicine; Urethra","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005255465,0.0001482269,0.0002694291,0.0009399457,0.000414387,0.0006287151,0.0001986831,0.0002763525,0.001982148],"category_scores_gemma":[0.0011532,0.0001677716,0.0002233052,0.0007826426,0.0002853832,0.0004130422,0.0003611634,0.0003944248,0.0001768783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001306,"about_ca_system_score_gemma":0.0002905974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149856,"about_ca_topic_score_gemma":0.00209189,"domain_scores_codex":[0.999699,0.00004966977,0.00004153668,0.00005555211,0.00008721857,0.00006701945],"domain_scores_gemma":[0.9982765,0.0002758964,0.001035657,0.00004648175,0.00007181145,0.0002936516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002612223,0.00001172602,0.9982049,0.000007774008,0.000006978697,0.0004184508,0.00004129967,0.000008991479,0.0001696686,0.000005357917,0.0000171085,0.001081594],"study_design_scores_gemma":[0.000001752067,0.0001113816,0.9942516,0.00001083581,0.000007838171,0.005271222,0.0001322584,0.00003650701,0.00006745178,0.000008411607,0.00009902335,0.000001826263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991534,0.0004983187,0.00003280081,0.00001819477,0.000002680531,0.000003704425,0.00004815902,0.000002392422,0.0002402524],"genre_scores_gemma":[0.9995414,0.0002778625,0.00004012931,0.00001021538,0.000009976341,0.00000185961,0.00006592133,6.291444e-7,0.00005196244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001982148,"threshold_uncertainty_score":0.006630957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420002192804157,"score_gpt":0.2379685331342958,"score_spread":0.2237685112062543,"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."}}