{"id":"W2155002005","doi":"10.14440/bladder.2015.55","title":"Peri-operative mortality and long-term survival after partial versus radical cystectomy for muscle invasive bladder cancer","year":2015,"lang":"en","type":"article","venue":"Bladder","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Cystectomy; Medicine; Propensity score matching; Bladder cancer; Urology; Proportional hazards model; Surgery; Survival rate; Internal medicine; 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":[0.001111885,0.0001433386,0.0003058722,0.0002413186,0.0001695751,0.0003444911,0.0002365649,0.000296477,0.0008162199],"category_scores_gemma":[0.003829181,0.00008733578,0.000752985,0.0002212218,0.0002435236,0.0002951543,0.0003835526,0.0002370218,0.00008436072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311268,"about_ca_system_score_gemma":0.0003058886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007051596,"about_ca_topic_score_gemma":0.001318438,"domain_scores_codex":[0.9995354,0.0002027452,0.00004450113,0.00006742431,0.00007696779,0.00007293449],"domain_scores_gemma":[0.998157,0.0007119616,0.0007015885,0.00007641872,0.00006003686,0.0002929633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005604575,0.0001337701,0.9838861,0.00006378354,0.000636419,0.00007907351,0.00005469328,0.0003881076,0.0004334444,0.00002377106,0.0001096309,0.00858664],"study_design_scores_gemma":[0.00007475059,0.001902306,0.9968253,0.00001163594,0.0001844369,0.0002414403,0.00005194266,0.0004281122,0.0001659814,0.00002604913,0.00008337496,0.000004565711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995228,0.0003198689,0.00003723946,0.00002200758,0.000004100646,0.000002519035,0.00003597753,0.00000107563,0.00005461029],"genre_scores_gemma":[0.9997702,0.00006461985,0.00001943121,0.00001321207,0.000008343563,0.000002940346,0.00008400685,3.587698e-7,0.00003677843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001111885,"threshold_uncertainty_score":0.005880237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09584578970275748,"score_gpt":0.3747818753265794,"score_spread":0.2789360856238219,"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."}}