{"id":"W2066075018","doi":"10.5489/cuaj.09101","title":"Renal and functional outcomes following cystectomy and neobladder reconstruction","year":2010,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Cystectomy; Medicine; Hydronephrosis; Urology; Creatinine; Renal function; Urinary diversion; Urinary system; Surgery; Bladder cancer; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005562177,0.0001321987,0.0003599034,0.0006518936,0.0003400938,0.0005649477,0.0002830985,0.0002431689,0.001538451],"category_scores_gemma":[0.002660972,0.00005808058,0.0004008787,0.0005747593,0.0004401304,0.0003231042,0.0004227965,0.0002724656,0.0001317087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006459582,"about_ca_system_score_gemma":0.0005152367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646056,"about_ca_topic_score_gemma":0.005339175,"domain_scores_codex":[0.9995537,0.00006703662,0.00004947658,0.00004652902,0.0001670058,0.0001161468],"domain_scores_gemma":[0.9976314,0.0003834025,0.001058044,0.00005334641,0.000274203,0.0005994522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002628044,0.00007387862,0.9804817,0.0001301389,0.0001395098,0.001578066,0.0001245022,0.0002435614,0.0004194563,0.00003757267,0.0002681286,0.01624068],"study_design_scores_gemma":[0.000008940788,0.0003448962,0.990481,0.00005319225,0.00006027379,0.00792303,0.000235866,0.0001170104,0.0002412824,0.00003277333,0.000494531,0.000007241341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961282,0.002580012,0.00007423818,0.00009042048,0.00001471833,0.00000963901,0.0001806149,0.000004968765,0.0009172404],"genre_scores_gemma":[0.9990603,0.0004491766,0.00005068227,0.0000225907,0.00001345883,0.000003373552,0.0002883316,0.000001254347,0.0001107093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002646056,"threshold_uncertainty_score":0.005261242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125325225581882,"score_gpt":0.2299585009011548,"score_spread":0.218705248645336,"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."}}