{"id":"W2117769291","doi":"10.1016/j.ijrobp.2014.05.1544","title":"Transvaginal Ultrasound-Guided Interstitial Brachytherapy for Vaginal Tumors: A Fixed Template Technique","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Nuclear medicine; Vagina; External beam radiotherapy; Implant; Magnetic resonance imaging; Radiation therapy; Perineum; Radiology; 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":[0.0004377329,0.0003397891,0.0003324423,0.0004217654,0.0003002706,0.0006514637,0.001159965,0.0006310549,0.001847051],"category_scores_gemma":[0.001266684,0.0003995424,0.0009284684,0.0004823154,0.0003643783,0.0006669505,0.0005635075,0.0008071882,0.0005809103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281117,"about_ca_system_score_gemma":0.000921528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553366,"about_ca_topic_score_gemma":0.002085864,"domain_scores_codex":[0.9996868,0.00003936468,0.00003117639,0.00009636676,0.0001103146,0.00003585429],"domain_scores_gemma":[0.9997658,0.00006009642,0.00004239241,0.00008620022,0.00001653309,0.00002891807],"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":[0.001584938,0.0004567462,0.007813236,0.0008231368,0.000372789,0.003180465,0.0008177393,0.009226053,0.5248684,0.003675869,0.004081596,0.443099],"study_design_scores_gemma":[0.00128031,0.00989713,0.08261679,0.0005092932,0.00234563,0.1734616,0.0005054421,0.09610618,0.5370063,0.004014089,0.09145496,0.000802347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2866659,0.0103699,0.6801874,0.001110648,0.0006334818,0.0005197017,0.0006304292,0.001994634,0.01788794],"genre_scores_gemma":[0.7222169,0.00197905,0.2695071,0.0003587676,0.000159789,0.0001390481,0.0002002018,0.0004659312,0.004973243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001847051,"threshold_uncertainty_score":0.006179035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479059876047698,"score_gpt":0.3522486759620596,"score_spread":0.3274580772015827,"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."}}