{"id":"W2753695234","doi":"10.1016/j.ijrobp.2017.08.042","title":"Brachytherapy for Intermediate-Risk Prostate Cancer, Androgen Deprivation, and the Risk of Death","year":2017,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Androgen deprivation therapy; Prostate cancer; Brachytherapy; Hazard ratio; Internal medicine; Proportional hazards model; Biochemical recurrence; Cancer; Confidence interval; Urology; Oncology; Prostatectomy; Radiation therapy","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":[0.0002715064,0.0001233546,0.0002356511,0.0003909134,0.0002184748,0.0005128588,0.0003063038,0.0003493538,0.001624657],"category_scores_gemma":[0.002457095,0.0001204825,0.0007011039,0.000468142,0.0002028666,0.0001676144,0.0002228617,0.0006476152,0.00009752151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090901,"about_ca_system_score_gemma":0.0004853804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003249799,"about_ca_topic_score_gemma":0.004654339,"domain_scores_codex":[0.9997986,0.00006814353,0.00001663139,0.00002236808,0.00004966624,0.00004448645],"domain_scores_gemma":[0.9987778,0.0005016648,0.0004084952,0.00005956323,0.00004302552,0.0002094265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008534371,0.0002315134,0.955844,0.0002041056,0.001009112,0.0005179833,0.000174277,0.001899439,0.002230004,0.0007689663,0.001089178,0.02749705],"study_design_scores_gemma":[0.000088704,0.0005499771,0.9947291,0.00004659116,0.0004603141,0.0008600996,0.0001174382,0.0006670036,0.0002561285,0.0007744142,0.001429467,0.00002075376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762976,0.01905239,0.000431341,0.0006203488,0.00004665401,0.000008140123,0.0003984697,0.0000206871,0.00312436],"genre_scores_gemma":[0.9987524,0.0008250487,0.00005822748,0.00003892516,0.00003028769,0.000001936902,0.00008671403,0.000003088664,0.0002035073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003249799,"threshold_uncertainty_score":0.00646174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097396977455169,"score_gpt":0.3472671505004631,"score_spread":0.3262931807259114,"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."}}