{"id":"W3118778664","doi":"10.5489/cuaj.6893","title":"Longitudinal experience with Studer neobladders: Outcomes and complications","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; General surgery","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":[0.001154214,0.0001594617,0.000298966,0.0006260143,0.0005706556,0.0007326793,0.0002987427,0.0002439349,0.001358523],"category_scores_gemma":[0.003133908,0.0001176377,0.000498693,0.0007862561,0.0003881466,0.0007526596,0.0007345575,0.0004468283,0.0001700205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149597,"about_ca_system_score_gemma":0.0004836874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001515946,"about_ca_topic_score_gemma":0.00243456,"domain_scores_codex":[0.9994196,0.0001002539,0.00009633227,0.0001048264,0.0001599288,0.000119129],"domain_scores_gemma":[0.9952879,0.0003681892,0.003266043,0.0001773433,0.0002733388,0.0006271878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002249801,0.00001808804,0.9977538,0.00001216361,0.00002094016,0.00011079,0.00007563346,0.00001672545,0.00006097017,0.000007076816,0.00003189599,0.001869426],"study_design_scores_gemma":[0.000002580484,0.0002633534,0.9960399,0.00004821119,0.00003267186,0.002391421,0.0004963077,0.00008460537,0.0001780078,0.00002795252,0.000429157,0.000005884757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988104,0.0006860187,0.00006741704,0.00004017694,0.000006029464,0.000004468948,0.0001353154,0.000002735995,0.0002472857],"genre_scores_gemma":[0.9992387,0.000318241,0.0000590084,0.0000210794,0.000008724273,0.000002881551,0.0002667227,0.000001059554,0.00008355498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001515946,"threshold_uncertainty_score":0.006104112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284486214082727,"score_gpt":0.2861012016739383,"score_spread":0.2576525802656656,"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."}}