{"id":"W4399359180","doi":"10.5489/cuaj.8835","title":"Poster Session 10: Functional Urology","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Medicine; Cryotherapy; Prostate cancer; Artificial urinary sphincter; Prostatectomy; Complication; Incidence (geometry); Urology; Radiation therapy; Surgery; Urethral stricture; Cumulative incidence; Cancer; Urinary incontinence; Urethra; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001535936,0.001320021,0.0008292782,0.001271934,0.001425256,0.002206153,0.001287634,0.002463751,0.6093242],"category_scores_gemma":[0.001480466,0.000324797,0.0008386385,0.0005776497,0.0004916246,0.001474214,0.002925125,0.00228903,0.2959031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000959388,"about_ca_system_score_gemma":0.001485683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006777279,"about_ca_topic_score_gemma":0.001880381,"domain_scores_codex":[0.9991643,0.0001496862,0.00005176818,0.0001813084,0.0002415112,0.0002113458],"domain_scores_gemma":[0.998109,0.0001334154,0.00007704803,0.00008172371,0.0004824742,0.001116284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000223683,0.0001921901,0.001207266,0.0004667711,0.00001407478,0.0002916122,0.00006969646,0.0000732089,0.0004033315,0.0007395706,0.8813232,0.1149954],"study_design_scores_gemma":[0.00005828082,0.0002624081,0.005446885,0.0006455126,0.00001179461,0.0009700199,0.0001228677,0.00008480189,0.0003260566,0.001023793,0.9910301,0.00001752458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009176875,0.01710858,0.002558955,0.03933995,0.1137283,0.0008911335,0.005398551,0.001913675,0.809884],"genre_scores_gemma":[0.02320443,0.007678904,0.0009051947,0.005241179,0.04456152,0.0002210669,0.002564347,0.000358965,0.9152643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3906758,"threshold_uncertainty_score":0.5572516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684274534451175,"score_gpt":0.2398030990622071,"score_spread":0.2229603537176954,"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."}}