{"id":"W2921811836","doi":"10.1097/01.ju.0000555883.61031.df","title":"MP32-10 COMPARATIVE EFFECTIVENESS OF ROBOTIC ASSISTED AND OPEN RADICAL CYSTECTOMY IN CONTEMPORARY COHORTS OF BLADDER CANCER PATIENTS: AN INTERNATIONAL MULTICENTER COLLABORATION","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystectomy; Bladder cancer; Multicenter study; Urology; General surgery; Surgery; Cancer; Internal medicine; Randomized controlled trial","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":[0.02442579,0.0007978802,0.001696524,0.001211916,0.0006288203,0.002318897,0.0009981956,0.001362199,0.002209292],"category_scores_gemma":[0.03788367,0.0004937384,0.0036279,0.002099056,0.0007445283,0.001107557,0.002942432,0.001349266,0.0006449752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227503,"about_ca_system_score_gemma":0.002590026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003362791,"about_ca_topic_score_gemma":0.005286123,"domain_scores_codex":[0.9863048,0.009021036,0.001091477,0.001046617,0.002021072,0.0005151171],"domain_scores_gemma":[0.9596958,0.01127858,0.0130619,0.004830446,0.006963246,0.004170026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1211715,0.002572243,0.6601675,0.002616171,0.02874172,0.0001960862,0.003928188,0.002850563,0.002358704,0.001102479,0.04873772,0.1255571],"study_design_scores_gemma":[0.02116461,0.01806544,0.9222544,0.00199134,0.008944726,0.0006653758,0.002358111,0.001503942,0.001191221,0.0006420067,0.02096172,0.0002570562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642322,0.009538153,0.0009490911,0.003336407,0.0003781618,0.001317276,0.01229211,0.00004729613,0.007909368],"genre_scores_gemma":[0.9748386,0.003888664,0.002332089,0.001206603,0.000578701,0.001906052,0.01376272,0.00007283239,0.001413706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02442579,"threshold_uncertainty_score":0.1291775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03472799315836589,"score_gpt":0.3563185921556473,"score_spread":0.3215905989972814,"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."}}