{"id":"W3208320358","doi":"10.1089/end.2021.0688","title":"Comparison of Clinicopathologic and Oncological Outcomes Between Transurethral En Bloc Resection and Conventional Transurethral Resection of Bladder Tumor: A Systematic Review, Meta-Analysis, and Network Meta-Analysis with Focus on Different Energy Sources","year":2021,"lang":"en","type":"review","venue":"Journal of Endourology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Meta-analysis; Adverse effect; Randomized controlled trial; Relative risk; Perforation; Surgery; Bladder cancer; Internal medicine; Urology; Confidence interval; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002509369,0.0006454699,0.02497517,0.0008120319,0.00007640282,0.0000191531,0.0001518716,0.0004524297,0.0002663714],"category_scores_gemma":[0.0002109015,0.0003139868,0.006975377,0.0008125766,0.0003161151,0.00004961495,0.00003804915,0.0008902181,1.32775e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005125918,"about_ca_system_score_gemma":0.0001501504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004362819,"about_ca_topic_score_gemma":0.0003004608,"domain_scores_codex":[0.9902843,0.004739162,0.003334484,0.0005757285,0.0007773365,0.0002890191],"domain_scores_gemma":[0.9924612,0.002912071,0.00369004,0.0003690039,0.0003614098,0.0002062527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0006314582,0.0004458798,0.01265693,0.04358904,0.941726,0.0001202105,0.00007198281,0.0000412192,8.682752e-7,0.00004731752,0.00002303936,0.0006460825],"study_design_scores_gemma":[0.001493669,0.008571651,0.002986558,0.002541214,0.9831045,0.0006471006,0.00003257316,0.000006659328,0.00001125036,0.00008422559,0.0003260462,0.0001945281],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003404462,0.9941923,0.0008637055,0.0004618048,0.00005351593,0.0008725298,0.0001239171,0.000006440449,0.00002134993],"genre_scores_gemma":[0.2506217,0.7486527,0.0002695962,0.0001146409,0.0001052329,0.0001075321,0.00005521421,0.00002605254,0.00004729943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2472173,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2043187571075289,"score_gpt":0.4355641676490501,"score_spread":0.2312454105415212,"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."}}