{"id":"W2894680519","doi":"10.1186/s12957-018-1497-0","title":"Bladder preservation approach versus radical cystectomy for high-grade non-muscle-invasive bladder cancer: a meta-analysis of cohort studies","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangdong Medical Research Foundation","keywords":"Medicine; Cystectomy; Bladder cancer; Hazard ratio; Meta-analysis; Cochrane Library; Subgroup analysis; Oncology; Surgical oncology; Urology; Odds ratio; Internal medicine; Cancer; Surgery; Confidence interval","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":[0.01681457,0.002818604,0.01505883,0.003908459,0.0007218991,0.003262398,0.002502622,0.00226079,0.002655102],"category_scores_gemma":[0.02555388,0.001190927,0.06011389,0.004810186,0.0006484363,0.001664798,0.00140956,0.002281596,0.000251589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655176,"about_ca_system_score_gemma":0.00199806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005303011,"about_ca_topic_score_gemma":0.009106608,"domain_scores_codex":[0.991308,0.004251797,0.002094419,0.00124058,0.0007309101,0.0003743749],"domain_scores_gemma":[0.9783891,0.01614776,0.00315063,0.0008598651,0.001054328,0.0003982222],"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":[0.005140024,0.00003127674,0.01261556,0.05802577,0.9181113,0.0001232408,0.00006178296,0.0005115539,0.0001912439,0.00006800229,0.0002604739,0.004859764],"study_design_scores_gemma":[0.0004146942,0.0001843786,0.004506757,0.002307764,0.991726,0.00004731167,0.00002640425,0.0001779706,0.0000622845,0.0001052776,0.0004284507,0.00001258626],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02612239,0.970921,0.001117647,0.0002952376,0.0002735167,0.0002590455,0.0006346675,0.00003775385,0.0003387308],"genre_scores_gemma":[0.6351207,0.357381,0.002651724,0.001287165,0.0005145335,0.0009053554,0.001566348,0.00007491447,0.0004982564],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01681457,"threshold_uncertainty_score":0.088925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2311160411313873,"score_gpt":0.4509899128626467,"score_spread":0.2198738717312594,"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."}}