{"id":"W4401933316","doi":"10.1016/j.urology.2024.08.051","title":"Utilizing Local Anesthesia Only for Penile and Scrotal Urologic Surgery: A Prospective Study on Patient Tolerability and Surgical Outcomes for a Sedation-free Option","year":2024,"lang":"en","type":"article","venue":"Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Coloplast","keywords":"Medicine; Tolerability; Sedation; Local anesthesia; Anesthesia; Surgery; Prospective cohort study; Adverse effect; 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":[0.0002429925,0.000178781,0.000447734,0.0000840542,0.0001064444,0.0000256052,0.0000311136,0.0001339163,0.00001694413],"category_scores_gemma":[0.0002413024,0.0001198399,0.000103561,0.0000716475,0.0001506885,0.00004412621,0.00003594172,0.000116282,0.000002590921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003130007,"about_ca_system_score_gemma":0.00004580778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001849394,"about_ca_topic_score_gemma":0.00002567062,"domain_scores_codex":[0.9987648,0.00008263521,0.0002494006,0.0005515033,0.0001049649,0.0002467584],"domain_scores_gemma":[0.9985523,0.001100147,0.0000410244,0.0001699556,0.00005357504,0.00008299013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006252029,0.002237494,0.9681255,0.00008871825,0.0002127142,0.0003102895,0.0005769782,0.00001349618,0.000005347421,0.004002353,0.0001744302,0.01800067],"study_design_scores_gemma":[0.004658071,0.02199686,0.9559458,0.000005961836,0.0003490368,0.0003432666,0.0003544497,0.00534438,0.000006327535,0.008794419,0.002045101,0.0001562605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991635,0.0004115624,0.0006524348,0.004318948,0.00006451145,0.002744183,0.00002772802,0.0000812536,0.00006434426],"genre_scores_gemma":[0.9986203,0.000006523345,0.0001233225,0.0005316552,0.00002631613,0.0006070435,0.0000432553,0.00001533335,0.00002629794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01975937,"threshold_uncertainty_score":0.4886929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950689975886431,"score_gpt":0.3033748856443576,"score_spread":0.2738679858854932,"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."}}