{"id":"W2335391699","doi":"10.1016/j.brachy.2014.02.335","title":"Transvaginal Ultrasound-Guided Transperineal Interstitial Brachytherapy for Vaginal Tumors: A Fixed Template Technique","year":2014,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Vagina; Transvaginal ultrasound; Perineum; Magnetic resonance imaging; Ultrasound; Radiology; Nuclear medicine; Radiation therapy; 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":[0.0004725448,0.0006299506,0.0006947457,0.0001990975,0.0003110329,0.0001240309,0.0005495832,0.0001473372,0.0009202579],"category_scores_gemma":[0.00001019967,0.0006107693,0.0004516787,0.0002721183,0.0002331306,0.0004552804,0.000009299035,0.0004201538,0.00000674392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008190639,"about_ca_system_score_gemma":0.0000896693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001297004,"about_ca_topic_score_gemma":0.000009841693,"domain_scores_codex":[0.9973176,0.0001580099,0.0006735876,0.000769361,0.0002826204,0.0007988302],"domain_scores_gemma":[0.9984222,0.0003752707,0.000242543,0.0006190058,0.0001428026,0.0001981888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002068118,0.0009295339,0.01316162,0.0001549553,0.0006982583,0.00001129463,0.002265452,0.0006244975,0.7307679,0.07077704,0.004573346,0.173968],"study_design_scores_gemma":[0.01320404,0.004493586,0.001807878,0.0003559348,0.0001094641,0.0003064099,0.0001404462,0.003890497,0.488158,0.06073295,0.4237422,0.003058578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03459402,0.0001271506,0.960452,0.0004836837,0.0002164864,0.001874016,0.0001607828,0.0005918724,0.001499971],"genre_scores_gemma":[0.8168,0.00003956057,0.1784717,0.000723036,0.001524919,0.001687422,0.0001522511,0.0002062809,0.0003948401],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.782206,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182554538553351,"score_gpt":0.2898341203474007,"score_spread":0.2780085749618672,"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."}}