{"id":"W2577134794","doi":"10.1007/s00345-016-1998-9","title":"Perioperative patient education improves long-term satisfaction rates of low-risk prostate cancer patients after radical prostatectomy","year":2017,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Prostate cancer; Prostatectomy; Nephrology; Perioperative; Urology; Internal medicine; Prostate; Patient satisfaction; Oncology; Cancer; General surgery; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001255153,0.0001845522,0.0004506395,0.0001945795,0.0001425597,0.00003908086,0.00008196518,0.0000598065,0.0001544033],"category_scores_gemma":[0.0001353897,0.0001302005,0.0001315351,0.00006239505,0.0002525555,0.000262435,0.00004295005,0.0003022032,0.000003774322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183526,"about_ca_system_score_gemma":0.0005242429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501248,"about_ca_topic_score_gemma":0.000300594,"domain_scores_codex":[0.9986036,0.00009140989,0.0006357803,0.0002035758,0.0002398366,0.0002257708],"domain_scores_gemma":[0.9975799,0.00005100142,0.001336174,0.000242268,0.0006275628,0.0001630604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002294661,0.0006773264,0.7767485,0.0000817316,0.0002086595,0.000033811,0.0007995213,0.000006113377,0.0006225533,0.000007069537,0.0001320474,0.218388],"study_design_scores_gemma":[0.002962171,0.003339975,0.9837204,0.0003053095,0.0002886886,0.00002440582,0.00002949562,0.000006595154,0.008246515,0.00004960411,0.000923401,0.000103458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923425,0.004434838,0.000004696742,0.0013892,0.0009326662,0.0007639515,0.00004509955,0.000004486264,0.00008260699],"genre_scores_gemma":[0.9949486,0.004101439,0.0001399012,0.0003195811,0.0001650947,0.0001717901,0.00001129099,0.00002127624,0.0001209863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2182845,"threshold_uncertainty_score":0.5309423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006936833272534366,"score_gpt":0.2920400722922644,"score_spread":0.2851032390197301,"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."}}