{"id":"W2520178700","doi":"10.1016/j.addr.2016.09.002","title":"Advancements in brachytherapy","year":2016,"lang":"en","type":"review","venue":"Advanced Drug Delivery Reviews","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Brachytherapy; Medicine; External beam radiotherapy; Radiation therapy; Medical physics; Radiology; Boosting (machine learning); Dosimetry; Nuclear medicine; Computer science","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":[0.0009158943,0.0007313023,0.001100966,0.002427382,0.0004009301,0.001474025,0.001015569,0.001300877,0.006692141],"category_scores_gemma":[0.001005232,0.0004254265,0.001026789,0.002273615,0.0007570158,0.001560702,0.0008807305,0.002634279,0.004380934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000886151,"about_ca_system_score_gemma":0.001187399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038732,"about_ca_topic_score_gemma":0.001065354,"domain_scores_codex":[0.9995461,0.0000617383,0.00005145682,0.0001037524,0.0002007811,0.00003617813],"domain_scores_gemma":[0.999459,0.0002747268,0.00007032506,0.00002900417,0.0001310017,0.0000359013],"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":[0.00006993495,0.00008186812,0.0002670317,0.02090602,0.00007886248,0.0003610452,0.0001878145,0.0006453712,0.005265854,0.01377853,0.03050724,0.9278504],"study_design_scores_gemma":[0.000004813438,0.00004478532,0.000362289,0.001618426,0.00003071766,0.001471814,0.00003325624,0.00006583663,0.0007420029,0.002213222,0.9933976,0.00001527131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001681659,0.9949902,0.0005550892,0.0004235237,0.0003393506,0.000005213583,0.00001715513,0.00001797149,0.003483391],"genre_scores_gemma":[0.001556499,0.9953207,0.0006729732,0.0003422385,0.0004185194,0.000008433415,0.0000331113,0.000008291787,0.001639249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006692141,"threshold_uncertainty_score":0.02238744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773313625852956,"score_gpt":0.3576091777664236,"score_spread":0.329876041507894,"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."}}