{"id":"W4412521995","doi":"10.1016/j.euo.2025.06.009","title":"Radiotherapy- Versus Surgery-based Treatment Strategy in High-risk Prostate Cancer","year":2025,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Princess Margaret Cancer Centre; Mount Sinai Hospital; Ottawa Hospital; University of British Columbia","funders":"Prostate Cancer Foundation","keywords":"Medicine; Radiation therapy; Prostate cancer; Hazard ratio; Cumulative incidence; Prostatectomy; Androgen deprivation therapy; Interquartile range; Internal medicine; Relative risk; Randomized controlled trial; Docetaxel; Oncology; Surgery; Confidence interval; Cancer; Urology; Cohort","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":[0.0007102668,0.000251804,0.0008689413,0.0004679755,0.0003951922,0.0008189763,0.0005204044,0.0005505781,0.00588171],"category_scores_gemma":[0.001641206,0.0001181125,0.001246966,0.0004353719,0.0002507958,0.0005830995,0.000441917,0.0007397255,0.000471299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009571991,"about_ca_system_score_gemma":0.001646655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002539043,"about_ca_topic_score_gemma":0.008576139,"domain_scores_codex":[0.9993634,0.0001881825,0.00006563916,0.0001488262,0.00007528368,0.0001586864],"domain_scores_gemma":[0.9996288,0.00009080428,0.00006724181,0.00002051955,0.00002936899,0.0001633014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.060715,0.004770525,0.1275884,0.002203959,0.002625063,0.001036007,0.0005045074,0.01649239,0.008581055,0.005523793,0.008174513,0.7617847],"study_design_scores_gemma":[0.006904551,0.06180706,0.8278196,0.002250879,0.006918743,0.008448841,0.002027489,0.0203726,0.007644034,0.01341276,0.04216665,0.0002267385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385629,0.03696338,0.002944511,0.003783415,0.0009825052,0.0002907919,0.0009685296,0.00007222357,0.01543172],"genre_scores_gemma":[0.9923047,0.003567729,0.0009134109,0.001066414,0.0002909001,0.00005922716,0.0005171174,0.0000197145,0.001260788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00588171,"threshold_uncertainty_score":0.01967621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625154419212083,"score_gpt":0.3216585503992758,"score_spread":0.295407006207155,"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."}}