{"id":"W2126434850","doi":"10.1016/j.brachy.2010.02.105","title":"CT-Guided Interstitial Brachytherapy for Locally Advanced Gynecologic Malignancies","year":2010,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; Western University","funders":"","keywords":"Medicine; Brachytherapy; Rectum; Nuclear medicine; External beam radiotherapy; Pelvis; Radiation therapy; Implant; Radiology; Radiation treatment planning; Urology; Surgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002215625,0.0003302108,0.0006001924,0.0001516888,0.0001242445,0.00004059189,0.0001870047,0.0001337062,0.002987921],"category_scores_gemma":[0.0001619857,0.0002517343,0.0003486249,0.000331731,0.0001194093,0.0001537445,0.00002422785,0.0003098498,0.0001190255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009120949,"about_ca_system_score_gemma":0.0001573418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003138218,"about_ca_topic_score_gemma":0.00009125851,"domain_scores_codex":[0.9981878,0.00003180164,0.0004353873,0.0005301737,0.000290755,0.0005240128],"domain_scores_gemma":[0.9986382,0.0003051301,0.0001514222,0.0004516414,0.0002026887,0.0002509263],"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":[0.006703702,0.001401296,0.04904385,0.0001942723,0.0006011064,0.000190874,0.0002607664,0.00001666449,0.2693267,0.005439524,0.002852383,0.6639689],"study_design_scores_gemma":[0.08583418,0.01492771,0.1027331,0.0002546142,0.0002823131,0.0008520997,0.0002413672,0.0003179938,0.1443007,0.01231735,0.6364217,0.001516876],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884579,0.0007957263,0.0009897287,0.001919166,0.001942597,0.001952559,0.00003980252,0.0002403069,0.003662188],"genre_scores_gemma":[0.9808376,0.0003454908,0.008052216,0.006025535,0.0007712049,0.000536588,0.00008508409,0.00007177221,0.003274537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.662452,"threshold_uncertainty_score":0.9999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614286990423128,"score_gpt":0.3232687787015603,"score_spread":0.2971259087973291,"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."}}