{"id":"W2968700707","doi":"10.3390/jcm8081192","title":"Open Versus Robotic Cystectomy: A Propensity Score Matched Analysis Comparing Survival Outcomes","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Propensity score matching; Cystectomy; Survival analysis; Internal medicine; Oncology; Bladder cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004612444,0.0002140197,0.000486143,0.0006638523,0.0001721861,0.0005306615,0.0003744237,0.0002969412,0.001255967],"category_scores_gemma":[0.009188822,0.000146498,0.001155222,0.0006495311,0.0002885451,0.0003966622,0.0004400952,0.0002647112,0.0001447751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736124,"about_ca_system_score_gemma":0.0002990171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004542345,"about_ca_topic_score_gemma":0.0004808407,"domain_scores_codex":[0.998007,0.001159514,0.0001943419,0.0003065578,0.0002319539,0.0001005996],"domain_scores_gemma":[0.9952168,0.002241364,0.001694404,0.000498292,0.0001454029,0.0002036055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01163083,0.0002271941,0.954789,0.00009495638,0.003177966,0.000129977,0.0001109927,0.001904933,0.001011533,0.0002612809,0.0004284853,0.02623279],"study_design_scores_gemma":[0.00151413,0.005676767,0.9654251,0.00005073637,0.002670763,0.0008823234,0.000245744,0.01984144,0.001205983,0.001111608,0.001332002,0.00004346874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997317,0.0004057182,0.001726808,0.00005368,0.00001873921,0.00004514321,0.0001994159,0.000006307157,0.0002270314],"genre_scores_gemma":[0.9992601,0.00007158059,0.0003818263,0.00002621196,0.00002129078,0.00001871836,0.0001818494,0.000002226511,0.00003604193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004612444,"threshold_uncertainty_score":0.02439326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3039760584237919,"score_gpt":0.4694604175068717,"score_spread":0.1654843590830798,"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."}}