{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002296262,0.0002709685,0.0003456748,0.0007305907,0.0002911646,0.000320565,0.0003943992,0.0002954417,0.004915116],"category_scores_gemma":[0.001010741,0.0002423433,0.0003335133,0.0006378909,0.000374917,0.0003218481,0.000211474,0.0005079432,0.0006687947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004251358,"about_ca_system_score_gemma":0.0006016091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005466552,"about_ca_topic_score_gemma":0.007240379,"domain_scores_codex":[0.9999014,0.00002354524,0.000009411724,0.00001701828,0.00003280287,0.00001579911],"domain_scores_gemma":[0.9998367,0.00007627726,0.00003238758,0.0000222844,0.00001225116,0.00001997915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008243164,0.0005922088,0.02589884,0.002561765,0.0003503223,0.005196831,0.0008717159,0.01224183,0.5928932,0.002272272,0.00807338,0.3408045],"study_design_scores_gemma":[0.003269874,0.01140557,0.3641076,0.001284786,0.002662625,0.07079394,0.0005864312,0.04006711,0.3720238,0.002089834,0.131424,0.0002844328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7768313,0.07139178,0.07995475,0.001561605,0.0004797093,0.0008340825,0.001623864,0.00121444,0.06610843],"genre_scores_gemma":[0.9568738,0.008112354,0.02788025,0.0003472632,0.0001361133,0.0001888709,0.0003502666,0.0003250456,0.005786061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005466552,"threshold_uncertainty_score":0.01644272,"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."}}