{"id":"W3020571969","doi":"10.1016/j.radonc.2020.04.038","title":"A biochemical definition of cure after brachytherapy for prostate cancer","year":2020,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of British Columbia, Okanagan Campus; University of British Columbia; University of Toronto; BC Cancer Agency","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center","keywords":"Medicine; Brachytherapy; Prostate cancer; Urology; Prostate; Androgen deprivation therapy; Radiation therapy; Internal medicine; External beam radiotherapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003721099,0.00009325937,0.0003065249,0.00002108245,0.00001836187,0.000003276203,0.00001817318,0.0000869426,0.0001199543],"category_scores_gemma":[0.000006301965,0.00007176601,0.00006618749,0.0000589416,0.00007835867,0.00002342237,0.000004105012,0.00005678369,4.767575e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238187,"about_ca_system_score_gemma":0.0001158569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001455122,"about_ca_topic_score_gemma":0.000007431613,"domain_scores_codex":[0.9994693,0.00001622359,0.0001523242,0.0001854465,0.00004792457,0.0001288046],"domain_scores_gemma":[0.9996754,0.00005985695,0.00006127141,0.00005887532,0.00004498929,0.00009962497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03716972,0.001600322,0.2382863,0.001477935,0.0014202,0.0001148983,0.01364476,0.00000559418,0.1932169,0.002569469,0.01962201,0.4908719],"study_design_scores_gemma":[0.03488738,0.02686466,0.05201299,0.0003149895,0.0004636761,0.0000956486,0.0002145535,0.0006220281,0.09800252,0.001743316,0.7843416,0.0004365858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247994,0.04172018,0.0003792195,0.03189244,0.00007381228,0.0008748269,0.0001332126,0.0000213657,0.0001054832],"genre_scores_gemma":[0.9403237,0.04050281,0.006781862,0.01116752,0.0002866719,0.000861759,0.00003269877,0.00002220241,0.00002082266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7647196,"threshold_uncertainty_score":0.2926533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783788877522705,"score_gpt":0.3255216334784065,"score_spread":0.2976837447031795,"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."}}