{"id":"W3001710884","doi":"10.5489/cuaj.6661","title":"A drug-coated balloon treatment for urethral stricture disease: Two-year results from the ROBUST I study","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adverse effect; International Prostate Symptom Score; Balloon; Urethral stricture; Balloon dilation; Clinical endpoint; Surgery; Quality of life (healthcare); Urology; Erectile dysfunction; Sexual function; Urethra; Prostate; Internal medicine; Randomized controlled trial; Lower urinary tract symptoms","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002480221,0.0002164203,0.0003407851,0.00003617075,0.0004315898,0.0001086438,0.0001531336,0.0001335577,0.0003201852],"category_scores_gemma":[0.001659455,0.000116662,0.0002450198,0.0002152239,0.00002520612,0.00004797623,0.0000156044,0.0003958912,0.00003883013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006334946,"about_ca_system_score_gemma":0.0003746202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343934,"about_ca_topic_score_gemma":0.002360424,"domain_scores_codex":[0.9982001,0.0002616751,0.000371754,0.0003542035,0.000342477,0.0004698196],"domain_scores_gemma":[0.9977834,0.0004429779,0.0002247007,0.0001399875,0.0001784494,0.001230522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002140891,0.0005537388,0.9626154,9.45381e-7,0.0007198011,0.0002790355,0.0008285307,0.000357978,0.000006089992,0.00005342516,0.03131343,0.001130733],"study_design_scores_gemma":[0.01478195,0.002597408,0.9474629,0.000004327934,0.0007804616,0.000004053129,0.0006884877,0.0007968928,0.000001674324,0.0004580489,0.03227834,0.0001454568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8046376,0.0003490986,0.00003765129,0.1921203,0.0001460453,0.001170916,0.001082997,0.00004271765,0.0004127705],"genre_scores_gemma":[0.9866575,0.00004470442,0.0001060135,0.01185703,0.0006858533,0.00004260391,0.0003449413,0.00001478519,0.0002465705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18202,"threshold_uncertainty_score":0.4757339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03407143968954127,"score_gpt":0.2521003694813916,"score_spread":0.2180289297918504,"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."}}