{"id":"W3163697487","doi":"10.1007/s00345-021-03720-7","title":"Survival advantage of Asian metastatic prostate cancer patients treated with external beam radiotherapy over other races/ethnicities","year":2021,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"Universitätsklinikum Hamburg-Eppendorf","keywords":"Medicine; Prostate cancer; Propensity score matching; Ethnic group; Internal medicine; Epidemiology; Surveillance, Epidemiology, and End Results; Incidence (geometry); Oncology; External beam radiotherapy; Cancer; Demography; Cancer registry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001318753,0.0001982736,0.0007187266,0.0002091914,0.00003019892,0.00001077262,0.0000717002,0.00003178886,0.001338191],"category_scores_gemma":[0.00001686957,0.0001313414,0.0001472867,0.0002506856,0.0001390042,0.0001025808,0.00001442477,0.0002191849,0.000001296908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379059,"about_ca_system_score_gemma":0.0001844123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007663273,"about_ca_topic_score_gemma":0.0002476913,"domain_scores_codex":[0.9985493,0.0001386454,0.0005269846,0.0001810119,0.0003407891,0.0002632689],"domain_scores_gemma":[0.9986538,0.0001010236,0.0005761597,0.0001655445,0.0003646381,0.000138861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003144827,0.00117746,0.9746122,0.00007784144,0.001470841,0.0009204206,0.0008229262,0.000115075,0.003059804,0.00004674134,0.0004669202,0.01408494],"study_design_scores_gemma":[0.0309038,0.00997022,0.9000164,0.0006748636,0.001906106,0.0005159233,0.0003761477,0.0000571601,0.02305295,0.0001148779,0.03205727,0.0003542601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732466,0.02438327,0.00005789788,0.001318077,0.0002559437,0.000247542,0.00007706685,0.000007121851,0.0004064177],"genre_scores_gemma":[0.989839,0.007080319,0.0006391109,0.0009081207,0.0001127925,0.00002031934,0.00000796949,0.00004294784,0.001349453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07459579,"threshold_uncertainty_score":0.9995747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120275337852241,"score_gpt":0.2909667366578064,"score_spread":0.2789392028725823,"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."}}