{"id":"W4400691190","doi":"10.5489/cuaj.8845","title":"Ureteric wall thickness as a novel predictor for failed retrograde ureteric stent placement","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta","funders":"","keywords":"Medicine; Stent; Ureteric stent; Ureteroscopy; Confidence interval; Odds ratio; Receiver operating characteristic; Univariate analysis; Interventional radiology; Surgery; Multivariate analysis; Radiology; Ureter; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001110649,0.0003877679,0.0003442316,0.001274353,0.0003239898,0.001074806,0.0005610518,0.0006092394,0.001723776],"category_scores_gemma":[0.005374039,0.0002809595,0.000565034,0.00105218,0.0005282754,0.0005764832,0.0005329532,0.0007252438,0.0002062257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164904,"about_ca_system_score_gemma":0.0005752567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042821,"about_ca_topic_score_gemma":0.001504936,"domain_scores_codex":[0.9994763,0.0001359758,0.00009958263,0.00008773665,0.0001195101,0.00008095578],"domain_scores_gemma":[0.9955231,0.0008650956,0.002733321,0.0001870644,0.0002952223,0.0003962147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000543575,0.00001205501,0.998786,0.000008985396,0.00002175938,0.0001257128,0.00001000807,0.00004541808,0.0001718296,0.00001048353,0.00002121886,0.0007322363],"study_design_scores_gemma":[0.000007211873,0.0001530448,0.9952885,0.00003464625,0.00009081946,0.002672694,0.0001441346,0.00107421,0.0003402174,0.00004985645,0.000138082,0.000006547625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998715,0.000560634,0.0002075021,0.00005786549,0.00001018187,0.000005435713,0.00008805117,0.000007202331,0.0003481334],"genre_scores_gemma":[0.999488,0.0001082959,0.0002582855,0.00001130626,0.00001581091,0.000003070798,0.00007407049,0.000002291709,0.00003885125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001723776,"threshold_uncertainty_score":0.00587374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872499271352882,"score_gpt":0.2613003650026959,"score_spread":0.2425753722891671,"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."}}