{"id":"W2039555252","doi":"10.1097/00007890-200008270-00011","title":"IS ROUTINE URETERIC STENTING NEEDED IN KIDNEY TRANSPLANTATION? A RANDOMIZED TRIAL","year":2000,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Surgery; Ureteric stent; Randomized controlled trial; Randomization; Stent; Transplantation; Kidney transplantation; Anastomosis; Urinary system; Univariate analysis; Internal medicine; Multivariate analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004260237,0.001158475,0.004014606,0.0004889262,0.0005969916,0.001524192,0.001113151,0.004222875,0.008771834],"category_scores_gemma":[0.007621343,0.0006721523,0.003669938,0.0006199211,0.001935201,0.001457324,0.0006988259,0.003081648,0.0006800324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007352039,"about_ca_system_score_gemma":0.001681868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005439304,"about_ca_topic_score_gemma":0.0006959679,"domain_scores_codex":[0.9966573,0.002268534,0.0003002869,0.0003517466,0.0001506105,0.0002716299],"domain_scores_gemma":[0.9933821,0.003612027,0.001496613,0.0003197136,0.0001703582,0.001019158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9874699,0.001771252,0.001412145,0.0007945283,0.001220402,0.00003203381,0.00002860611,0.0001738355,0.0002043741,0.0001201087,0.0003396469,0.006433167],"study_design_scores_gemma":[0.9433008,0.0498473,0.002658325,0.0002472128,0.002016205,0.00004369319,0.00003613846,0.0008163496,0.0001431719,0.0004554319,0.0004166279,0.00001882241],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784738,0.01188287,0.0006780337,0.002705864,0.00192321,0.001942153,0.0003714944,0.00009828148,0.00192426],"genre_scores_gemma":[0.9897724,0.002736766,0.0008607925,0.001965222,0.001515058,0.002177121,0.0002918144,0.00001214478,0.0006686333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008771834,"threshold_uncertainty_score":0.02934474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091390695556458,"score_gpt":0.2836968629118694,"score_spread":0.2627829559563049,"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."}}