{"id":"W4392517600","doi":"10.21886/2308-6424-2024-12-1-9-18","title":"Surgical treatment of large-volume benign prostate hyperplasia: a comparative analysis of the outcomes of using standard and modified laparoscopic retropubic simple prostatectomy combined with temporary clamping of the internal iliac arteries and vesicourethral anastomosis","year":2024,"lang":"en","type":"article","venue":"Urology Herald","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Medicine; Clamping; Urology; Prostate; Hyperplasia; Prostatectomy; Radical retropubic prostatectomy; Surgery; Internal medicine; Computer science; Cancer","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":[0.0005489021,0.0002501548,0.0004787963,0.0003046865,0.0001057233,0.0001826322,0.0001875696,0.0002299165,0.001005141],"category_scores_gemma":[0.0007566364,0.0001301286,0.0006233152,0.0001993878,0.0002852086,0.0002203677,0.0001934655,0.0001942997,0.00008366509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001405871,"about_ca_system_score_gemma":0.0002056767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001351908,"about_ca_topic_score_gemma":0.0002862724,"domain_scores_codex":[0.9997074,0.0001093627,0.00003699223,0.00005603936,0.00005744488,0.00003278838],"domain_scores_gemma":[0.9993677,0.0001975391,0.0002179264,0.00004413284,0.00002822151,0.00014452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.219505,0.01871763,0.5593827,0.001009234,0.003106483,0.001118901,0.0004436919,0.001682787,0.02031692,0.0001877481,0.0004495891,0.1740793],"study_design_scores_gemma":[0.01004079,0.269082,0.712293,0.00006560284,0.000971232,0.002034301,0.0004153121,0.001379011,0.002800002,0.00009700948,0.0007808721,0.00004092242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994887,0.0003688893,0.00004623194,0.000005683018,0.000004116586,0.00001601897,0.00001426028,0.000001202051,0.00005480847],"genre_scores_gemma":[0.9995266,0.0001997392,0.0001069937,0.00001301521,0.00002279533,0.00002459679,0.0000613585,5.36683e-7,0.00004448648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001005141,"threshold_uncertainty_score":0.003362536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711288832971773,"score_gpt":0.3278195818846911,"score_spread":0.3007066935549734,"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."}}