{"id":"W199598731","doi":"","title":"Is simpler better? Quality of life based on type of urinary diversion.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urinary diversion; Medicine; Cystectomy; Urinary system; Quality of life (healthcare); Bladder cancer; Surgery; Urology; Cancer; Internal medicine","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":[0.00138277,0.0003083287,0.0005843844,0.001862674,0.0005047729,0.001165688,0.0005795629,0.0007812503,0.008192403],"category_scores_gemma":[0.007888614,0.0001297964,0.001078893,0.002165021,0.0006213975,0.002115923,0.0007426367,0.002785356,0.0007366735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436998,"about_ca_system_score_gemma":0.0006244664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005701421,"about_ca_topic_score_gemma":0.007810332,"domain_scores_codex":[0.9988652,0.0003150389,0.0001337853,0.00007844145,0.0004413433,0.0001661239],"domain_scores_gemma":[0.9945605,0.0008457262,0.002358875,0.00008492838,0.001081699,0.001068144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001575277,0.0006189733,0.6582648,0.001229672,0.0008038125,0.0004684923,0.0008866611,0.0003196705,0.0003455345,0.001695297,0.07857711,0.2552148],"study_design_scores_gemma":[0.0001788096,0.0009604241,0.9752581,0.001547021,0.0003145965,0.001580784,0.002111745,0.0006615974,0.0001271042,0.002721064,0.01443694,0.0001019182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5342473,0.2157552,0.001662674,0.1424393,0.005210287,0.0006090522,0.01935894,0.0001308121,0.08058638],"genre_scores_gemma":[0.9752303,0.01447896,0.000779675,0.005162144,0.0006550745,0.0001036222,0.001910737,0.00001635968,0.001663216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008192403,"threshold_uncertainty_score":0.02740628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08506545016219405,"score_gpt":0.3082863567023503,"score_spread":0.2232209065401562,"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."}}