{"id":"W4399965338","doi":"10.1016/j.urology.2024.06.019","title":"Current Trends in the Use of Buccal Grafts During Urethroplasty Among Society of Genitourinary Reconstructive Surgeons","year":2024,"lang":"en","type":"article","venue":"Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Urethroplasty; Urethral stricture; Buccal administration; Genitourinary system; Surgery; Buccal mucosa; General surgery; Dentistry; Urethra; Internal medicine; Oral cavity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046887,0.00013066,0.0001889453,0.002161814,0.0005822151,0.001146136,0.0004588248,0.0005591793,0.004597581],"category_scores_gemma":[0.004440164,0.0001412797,0.0005252387,0.003396599,0.0004997832,0.0008893848,0.0004116583,0.0009183905,0.0006648172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008595687,"about_ca_system_score_gemma":0.002407542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051137,"about_ca_topic_score_gemma":0.02441637,"domain_scores_codex":[0.9988405,0.0001784426,0.0002253729,0.000181063,0.0003484364,0.0002262012],"domain_scores_gemma":[0.9919115,0.001388376,0.003340689,0.0001129285,0.001985505,0.001261146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001180114,0.0001516912,0.9050353,0.0004557085,0.00008023949,0.000268271,0.001099963,0.0001177953,0.0008099471,0.0008175347,0.00566403,0.08538155],"study_design_scores_gemma":[0.000007185341,0.0001613911,0.9545937,0.0008217468,0.0001180872,0.002953498,0.007396371,0.00036193,0.0005375355,0.0002725786,0.03274905,0.00002691784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830279,0.07834187,0.0009340816,0.01507784,0.0007188155,0.00003127965,0.002013112,0.00005848101,0.01979657],"genre_scores_gemma":[0.9229833,0.0691953,0.001230928,0.002323481,0.0006661417,0.00002846671,0.001569472,0.0000340753,0.001968759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051137,"threshold_uncertainty_score":0.02090037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04600567805816064,"score_gpt":0.294525733413044,"score_spread":0.2485200553548834,"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."}}