{"id":"W2985137939","doi":"10.1016/j.semradonc.2019.08.003","title":"HDR Prostate Brachytherapy","year":2019,"lang":"en","type":"review","venue":"Seminars in Radiation Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Brachytherapy; Medicine; Prostate cancer; Pillar; Prostate; Nuclear medicine; Dose rate; Prostate brachytherapy; External beam radiation; Medical physics; Radiation therapy; Cancer; Radiology; Internal medicine","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":[0.0003039849,0.0003624259,0.002125568,0.0003938751,0.00002720302,0.00001236685,0.0001000636,0.0005373092,0.0002299151],"category_scores_gemma":[0.00005621199,0.0002918408,0.000311959,0.0003946657,0.00005271269,0.00005735218,0.00003068314,0.0004560492,0.0004069319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002614189,"about_ca_system_score_gemma":0.001583097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001750223,"about_ca_topic_score_gemma":0.00001108219,"domain_scores_codex":[0.9980487,0.0001961595,0.0006995997,0.000528777,0.000167119,0.0003595955],"domain_scores_gemma":[0.9985915,0.0003766478,0.0004624699,0.000413618,0.00004327653,0.0001124789],"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":[0.00004444899,0.0003404221,0.000791435,0.004999679,0.0001636548,0.0002401296,0.0002262262,0.000002325628,1.586458e-7,0.00008229901,0.006353155,0.9867561],"study_design_scores_gemma":[0.001743723,0.001465056,0.0001691149,0.009200388,0.0005840846,0.0001935222,0.00001781387,0.000008941444,0.00000248899,0.00003668352,0.986356,0.0002221879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006852969,0.9913762,0.000001431321,0.0004571383,0.0009007595,0.003053791,0.00006870694,0.00003919216,0.004034231],"genre_scores_gemma":[0.00001467634,0.9946943,0.0002483473,0.0004774774,0.0002506427,0.001166751,0.0008474286,0.00006906127,0.002231298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9865339,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04658053810090063,"score_gpt":0.4103104735367402,"score_spread":0.3637299354358396,"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."}}