{"id":"W2948168772","doi":"10.1089/end.2019.0226","title":"Does the Use of a Robot Decrease the Complication Rate Adherent to Radical Cystectomy? A Systematic Review and Meta-Analysis of Studies Comparing Open with Robotic Counterparts","year":2019,"lang":"en","type":"review","venue":"Journal of Endourology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Medicine; Perioperative; Odds ratio; Cochrane Library; Observational study; Meta-analysis; Bladder cancer; Randomized controlled trial; Confidence interval; MEDLINE; Grading (engineering); Surgery; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01460784,0.001795088,0.01765113,0.005478309,0.0006721013,0.003366635,0.001886008,0.002283827,0.003176573],"category_scores_gemma":[0.04137409,0.001284219,0.0335299,0.006457607,0.0008421186,0.00197301,0.001251198,0.00178192,0.0002332486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397157,"about_ca_system_score_gemma":0.003497577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004466162,"about_ca_topic_score_gemma":0.008245923,"domain_scores_codex":[0.9864248,0.006383277,0.004520029,0.001128549,0.001277156,0.0002660622],"domain_scores_gemma":[0.9675558,0.02396347,0.005761609,0.0007354334,0.001649599,0.0003339898],"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":[0.003587907,0.00005558145,0.005423399,0.4274848,0.5451079,0.000111673,0.0001086964,0.0002894459,0.000148919,0.0001095305,0.0003546404,0.01721744],"study_design_scores_gemma":[0.0007862035,0.0003751272,0.004913885,0.03276068,0.9594153,0.00009279957,0.00007237156,0.0001427843,0.0001035261,0.0001504727,0.001160643,0.00002624288],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006807295,0.9918959,0.0003091763,0.0001789007,0.0001173207,0.0002507947,0.0002303059,0.00001042069,0.0002000036],"genre_scores_gemma":[0.1791429,0.8161341,0.001747666,0.0008271828,0.0002893771,0.001068462,0.0005516701,0.00002384704,0.0002148117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01765113,"threshold_uncertainty_score":0.07725453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3775363429541705,"score_gpt":0.4447177294067118,"score_spread":0.06718138645254124,"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."}}