{"id":"W3199019658","doi":"10.1111/iju.14701","title":"External beam radiotherapy and radical prostatectomy are associated with better survival in Asian prostate cancer patients","year":2021,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prostatectomy; Medicine; Prostate cancer; External beam radiotherapy; Hazard ratio; Radiation therapy; Cancer; Relative risk; Lower risk; Oncology; Internal medicine; Urology; Proportional hazards model; Gynecology; Confidence interval","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":[0.0001407104,0.000129968,0.0003467782,0.0001531617,0.00001825623,0.00002900064,0.00007817048,0.00006829014,0.0001112834],"category_scores_gemma":[0.00008267609,0.00009538979,0.00005808554,0.00009066851,0.00009637261,0.0001066315,0.0000252158,0.0002827992,6.134647e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003421683,"about_ca_system_score_gemma":0.0002420187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002240618,"about_ca_topic_score_gemma":0.0001056088,"domain_scores_codex":[0.9987639,0.00008079104,0.0003692464,0.0001817927,0.0004153399,0.0001889241],"domain_scores_gemma":[0.9988284,0.00007586837,0.0003341046,0.00005958101,0.0005872959,0.0001147694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001596441,0.0007927013,0.9810006,0.000007558524,0.0006166134,0.002965411,0.0003076735,0.00003134151,0.0004701738,0.0000161391,0.000129283,0.01206608],"study_design_scores_gemma":[0.01226375,0.001231389,0.9824553,0.0002798286,0.00007137126,0.0003918947,0.00003475501,0.00002939402,0.001168827,0.0001392908,0.001847746,0.00008651837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849283,0.002202027,0.00003649555,0.01207966,0.0004856012,0.0001622267,0.00004671529,0.000005090696,0.00005393274],"genre_scores_gemma":[0.9958236,0.00162563,0.0002299909,0.002020194,0.0001893938,0.00002170307,0.00002306123,0.00001857897,0.00004790043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01197956,"threshold_uncertainty_score":0.3889883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008509090616762565,"score_gpt":0.27462799041994,"score_spread":0.2661188998031774,"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."}}