{"id":"W3199256765","doi":"10.1016/j.brachy.2021.07.006","title":"Low dose rate brachytherapy for primary treatment of localized prostate cancer: A systemic review and executive summary of an evidence-based consensus statement","year":2021,"lang":"en","type":"review","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Androgen deprivation therapy; Prostate cancer; Prostate brachytherapy; Radiation therapy; Guideline; External beam radiotherapy; Internal medicine; Oncology; Cancer; Urology; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000769877,0.001091204,0.007337367,0.0002495027,0.00008480825,0.0000303897,0.0001533668,0.0002747153,0.00005611418],"category_scores_gemma":[0.00005406947,0.0007653595,0.001122661,0.0005072369,0.0002846282,0.0001173969,0.00002653151,0.0001648634,9.516222e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360881,"about_ca_system_score_gemma":0.004364338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002285482,"about_ca_topic_score_gemma":0.00002738741,"domain_scores_codex":[0.9945626,0.0009167216,0.002338861,0.00120247,0.0004162841,0.0005631018],"domain_scores_gemma":[0.9944116,0.001188239,0.002247922,0.001098905,0.0007163673,0.0003369983],"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":[0.00152286,0.001689035,0.0001185908,0.2179777,0.002888475,0.0001513559,0.0001713974,0.000005260589,0.0000634522,0.00001402966,0.0006513836,0.7747465],"study_design_scores_gemma":[0.01174844,0.01103068,0.00004761219,0.4308583,0.009843362,0.0001555777,0.00004757008,0.00001776415,0.001072695,0.00001097718,0.534486,0.0006810174],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001188837,0.975624,0.00002441918,0.0006063708,0.0001889118,0.0193194,0.002989412,0.00004841417,0.00001018811],"genre_scores_gemma":[0.00004864183,0.9844375,0.0009811019,0.0008421588,0.0001062393,0.01128811,0.001728819,0.000182228,0.0003851691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7740654,"threshold_uncertainty_score":0.9994797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0702083197213449,"score_gpt":0.3863366691164311,"score_spread":0.3161283493950862,"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."}}