{"id":"W1990420027","doi":"10.1016/j.urology.2005.09.011","title":"Externalized urachal suture: Novel approach to bowel and bladder retraction during transperitoneal laparoscopic radical prostatectomy","year":2006,"lang":"en","type":"article","venue":"Urology","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Royal Alexandra Hospital","funders":"","keywords":"Medicine; Laparoscopic radical prostatectomy; Surgery; Fibrous joint; Trendelenburg; Barbed suture; Trendelenburg position; Neck of urinary bladder; Laparoscopic surgery; Prostatectomy; Laparoscopy; Port (circuit theory); Radical retropubic prostatectomy; Urinary bladder; Prostate","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001544919,0.0001938692,0.0003754538,0.0001413261,0.00006943885,0.00001725487,0.00007224885,0.0003300798,0.0001272352],"category_scores_gemma":[0.00005818883,0.0001688878,0.00007008271,0.0001286463,0.0001885916,0.00006638437,0.0000302648,0.0004704437,0.0000132509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004209757,"about_ca_system_score_gemma":0.00003153655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007394965,"about_ca_topic_score_gemma":0.000008809223,"domain_scores_codex":[0.9985735,0.00005646485,0.0003116123,0.000464559,0.0002201341,0.0003737722],"domain_scores_gemma":[0.9994622,0.00005367408,0.00005536058,0.0002026637,0.00005298749,0.0001730596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004712733,0.001167522,0.01819858,0.0002782621,0.0001174377,0.0003842848,0.0003659024,0.00003184209,0.9695387,0.003679138,0.001046393,0.0004792268],"study_design_scores_gemma":[0.02065618,0.002882189,0.7160397,0.00007797714,0.0004296913,0.008045163,0.00006757844,0.001260474,0.1851919,0.001009262,0.06343542,0.0009044455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837617,0.0002402854,0.006904108,0.001420058,0.00009871125,0.0007191199,0.00001403363,0.0002246546,0.006617314],"genre_scores_gemma":[0.9908391,0.00002686514,0.007375098,0.0006635564,0.0003975473,0.0001081505,0.0000355771,0.00003322063,0.0005208439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7843467,"threshold_uncertainty_score":0.6887046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202198861560941,"score_gpt":0.2556290881317858,"score_spread":0.2436070995161764,"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."}}