{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003863171,0.0001353006,0.0003469608,0.0001597176,0.0002807097,0.000448434,0.0001921498,0.0002991733,0.00343312],"category_scores_gemma":[0.002797039,0.00007185047,0.0004973865,0.0002223362,0.0001000989,0.0002455427,0.0003214847,0.000631799,0.0001906335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019399,"about_ca_system_score_gemma":0.000476007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420618,"about_ca_topic_score_gemma":0.003177938,"domain_scores_codex":[0.9997181,0.0001025669,0.00002687745,0.00001793474,0.0000507051,0.00008380619],"domain_scores_gemma":[0.9990677,0.0002223214,0.0002810936,0.00002091896,0.00009608992,0.0003119064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005533716,0.005732746,0.7894855,0.0005700559,0.000814038,0.0001976059,0.000775972,0.0004119841,0.001995367,0.0001041967,0.002525853,0.191853],"study_design_scores_gemma":[0.0001431561,0.003419746,0.993479,0.00005085961,0.0003061894,0.000161332,0.0005872119,0.000410942,0.0003660401,0.00006824955,0.0009924632,0.00001484044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973515,0.00110599,0.00007052768,0.0002775175,0.00004477248,0.00001210871,0.00008489908,0.000007034339,0.001045588],"genre_scores_gemma":[0.9989886,0.0003608933,0.0001138151,0.00009439795,0.00002364371,0.000006669046,0.00009703456,0.000001617867,0.0003132075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00343312,"threshold_uncertainty_score":0.01148492,"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."}}