{"id":"W3197405862","doi":"10.1016/j.urology.2021.08.021","title":"Prospective Assessment of Patient-perceived Short-term Changes in Penile Appearance After Urethroplasty","year":2021,"lang":"en","type":"article","venue":"Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Urethroplasty; Medicine; Penile curvature; Prospective cohort study; Hypospadias; Logistic regression; Multivariate analysis; Urethral stricture; Incidence (geometry); Chordee; Univariate analysis; Surgery; Urethra; Internal medicine; Erectile dysfunction; Peyronie's disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002867258,0.000109791,0.0003078871,0.00004719054,0.00001510055,0.000002490637,0.00002930842,0.0001114412,0.0006107723],"category_scores_gemma":[0.00002974909,0.0000858967,0.00005061656,0.0001158665,0.00009803198,0.0000185389,0.00004969043,0.0001561058,0.000009586232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002993577,"about_ca_system_score_gemma":0.00004832326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001120753,"about_ca_topic_score_gemma":0.0003035939,"domain_scores_codex":[0.9991629,0.00006652928,0.0001559992,0.0002922121,0.0001125666,0.0002098325],"domain_scores_gemma":[0.9996554,0.00002525877,0.00003292132,0.0001730708,0.00006507471,0.00004824957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003358851,0.0009165278,0.9936824,0.000026691,0.000051712,0.0006204678,0.0003655295,0.000009136359,0.002246653,0.00009024511,0.00001228587,0.001642508],"study_design_scores_gemma":[0.00139914,0.001721647,0.9957032,0.00001068266,0.00005581809,0.00003773448,0.00006748886,0.0001132495,0.0003828047,0.0002074715,0.0002363826,0.00006437438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952315,0.0008219348,0.00004063152,0.0009100297,0.00008178179,0.0003063123,0.00001014311,0.00001413643,0.002583497],"genre_scores_gemma":[0.9987546,0.00007099952,0.0002106139,0.0007056611,0.0000173956,0.000130007,0.00001966997,0.000009440563,0.00008165767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003523021,"threshold_uncertainty_score":0.6687528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114974646803256,"score_gpt":0.2833765319025793,"score_spread":0.2722267854345468,"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."}}