{"id":"W3205391793","doi":"10.1002/pros.24249","title":"Survival rates with external beam radiation therapy in newly diagnosed elderly metastatic prostate cancer patients","year":2021,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostate cancer; Proportional hazards model; External beam radiotherapy; Urology; Cohort; Radiation therapy; Internal medicine; External beam radiation; Hazard ratio; Epidemiology; Surgery; Cancer; Oncology","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":[0.0006074688,0.0001161673,0.000249813,0.0003589689,0.0001632086,0.0003294296,0.0001606968,0.0002021383,0.001196938],"category_scores_gemma":[0.003078529,0.00006929065,0.0005008731,0.0004854119,0.0001403789,0.0003089896,0.0003740995,0.0003299268,0.0001395352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529556,"about_ca_system_score_gemma":0.0002429045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137972,"about_ca_topic_score_gemma":0.00317588,"domain_scores_codex":[0.9997372,0.00006590984,0.0000291851,0.0000602617,0.00006150807,0.00004588817],"domain_scores_gemma":[0.9981784,0.0003910863,0.001032276,0.00005967856,0.0001194861,0.0002191593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002641907,0.00001731788,0.9954005,0.00002410558,0.00006395074,0.00007518908,0.00004700979,0.0002394957,0.0001143481,0.00001993177,0.0001548053,0.003579206],"study_design_scores_gemma":[0.00001212173,0.0001432868,0.9987924,0.000009707292,0.0000484074,0.0003251185,0.00005246867,0.0002212267,0.00007015535,0.0000292055,0.000292322,0.000003464223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975847,0.001268315,0.00009230847,0.00009758053,0.00000771285,0.000005212493,0.0004738135,0.000004961994,0.0004654026],"genre_scores_gemma":[0.9991142,0.0002932857,0.00003875828,0.00002991708,0.00001356975,0.000005393823,0.0004212101,0.000001168902,0.00008236699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002137972,"threshold_uncertainty_score":0.004251003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771553520005161,"score_gpt":0.2861235889713664,"score_spread":0.2684080537713148,"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."}}