{"id":"W3015343845","doi":"10.1016/j.urology.2020.02.034","title":"Comprehensive Prospective Assessment of Patient-reported Outcomes Following Urethroplasty","year":2020,"lang":"en","type":"article","venue":"Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Urethroplasty; Erectile dysfunction; Urethral stricture; Genitourinary system; Surgery; Prospective cohort study; Quality of life (healthcare); Urology; International Prostate Symptom Score; Cystoscopy; Urinary system; Urethra; Lower urinary tract symptoms; Prostate; Internal medicine","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":[0.0000160685,0.0001274508,0.0004550301,0.00002884728,0.00003227175,0.000002108738,0.0000353363,0.00009217155,0.0001487437],"category_scores_gemma":[0.0001036866,0.00008914715,0.0001641595,0.000109196,0.00007434353,0.00002111576,0.000053338,0.0001482792,0.00001182609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001525467,"about_ca_system_score_gemma":0.00004384303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001434719,"about_ca_topic_score_gemma":0.000001303956,"domain_scores_codex":[0.9991002,0.00004447887,0.0002593503,0.0002633453,0.000159207,0.0001734038],"domain_scores_gemma":[0.9994968,0.00008428051,0.0001153413,0.0001319796,0.0000685639,0.0001030565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462553,0.0003735932,0.9965324,0.00001301428,0.0007196277,0.0003158835,0.0002468684,0.00003522245,0.0006709892,0.0003068477,0.00008256271,0.0005567512],"study_design_scores_gemma":[0.003421949,0.004248057,0.9896806,0.000001854993,0.0003257657,0.00001170611,0.0001068437,0.0003344113,0.0001102859,0.0003485384,0.001338295,0.00007163148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921908,0.0001581855,0.0004369761,0.003323043,0.0001171219,0.0004610003,0.000005087401,0.00005189366,0.003255843],"genre_scores_gemma":[0.9953787,0.000004676842,0.0005908411,0.00394441,0.000009498599,0.00002329232,0.0000188478,0.00001059742,0.00001907657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006851723,"threshold_uncertainty_score":0.3635315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744004855112977,"score_gpt":0.3158227163705718,"score_spread":0.2883826678194421,"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."}}