{"id":"W3160025437","doi":"10.1002/pros.24169","title":"Non‐cancer mortality in elderly prostate cancer patients treated with combination of radical prostatectomy and external beam radiation therapy","year":2021,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Propensity score matching; Urology; Radiation therapy; Internal medicine; Prostate-specific antigen; Stage (stratigraphy); External beam radiotherapy; Proportional hazards model; Cancer; 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":[0.000619655,0.0001735211,0.0004035727,0.0004947291,0.0001815384,0.0003575899,0.0002629208,0.0002107355,0.0008537271],"category_scores_gemma":[0.001584088,0.0001255054,0.00085271,0.0006392999,0.0001241381,0.0002430166,0.0003973017,0.0003363116,0.00009018058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003408098,"about_ca_system_score_gemma":0.0004026919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002904951,"about_ca_topic_score_gemma":0.005498789,"domain_scores_codex":[0.9995603,0.0001330144,0.00004300088,0.0001011265,0.00009321048,0.00006939245],"domain_scores_gemma":[0.998955,0.0001385264,0.0005883815,0.0000458443,0.00007252686,0.0001996709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002213058,0.00002604812,0.9977242,0.00001698404,0.0001606273,0.00003281508,0.00001410581,0.00007189236,0.00009050777,0.000009232891,0.00009204148,0.001540126],"study_design_scores_gemma":[0.00001601437,0.0001823279,0.9990644,0.000008054973,0.0001087018,0.000153071,0.00004342939,0.0002145674,0.00004974804,0.0000188776,0.0001379916,0.000002729252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985977,0.0006725409,0.00008212186,0.00004601166,0.00000972301,0.000007301566,0.0003322309,0.000003426724,0.0002489577],"genre_scores_gemma":[0.9992778,0.0001664033,0.00005021665,0.00003074695,0.00002199073,0.000005545755,0.0004091571,9.161695e-7,0.00003729949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002904951,"threshold_uncertainty_score":0.005776107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275070871328664,"score_gpt":0.2825039062513287,"score_spread":0.269753197538042,"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."}}