{"id":"W1967854238","doi":"10.1089/end.2010.0623","title":"A Prospective Randomized Comparison of Traditional Laparoendoscopic Single-Site Surgery with Needlescopic-Assisted Laparoscopic Nephrectomy in the Porcine Model","year":2011,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrectomy; Laparoscopy; Urology; Randomized controlled trial; Endoscopic surgery; Laparoscopic surgery; Surgery; Endoscopy; Kidney; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129284,0.0002294187,0.002051015,0.0005263241,0.00003144798,0.000007637128,0.0001922866,0.00013724,0.0001573214],"category_scores_gemma":[0.0006557043,0.000130944,0.000333402,0.0003620118,0.0004685086,0.0001207236,0.00002080757,0.0006792767,0.000001584449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000679415,"about_ca_system_score_gemma":0.0003030057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003005968,"about_ca_topic_score_gemma":0.00004890215,"domain_scores_codex":[0.9972172,0.0005287814,0.001295219,0.0001919663,0.0004666576,0.0003002016],"domain_scores_gemma":[0.9964536,0.001746244,0.001075336,0.0002337334,0.0003851169,0.0001059926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2628631,0.005455016,0.6986511,0.0002199262,0.0007684921,0.001365272,0.005768667,0.00009097358,0.01817844,0.004664163,0.001646541,0.0003283069],"study_design_scores_gemma":[0.4408308,0.01817997,0.4234016,0.001900702,0.002300543,0.009946982,0.001128116,0.001859766,0.08713954,0.01237446,0.0002677937,0.0006697472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925833,0.0004367605,0.001373654,0.0006852238,0.00009292884,0.0007204728,0.000006409413,0.00002031154,0.004080906],"genre_scores_gemma":[0.9895434,0.00004471951,0.009654798,0.0005474498,0.0001095432,0.00004995824,0.00000677044,0.00002117216,0.00002212695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2752495,"threshold_uncertainty_score":0.5339741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301713365678468,"score_gpt":0.3009024167071525,"score_spread":0.1707310801393057,"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."}}