{"id":"W2922521988","doi":"10.1117/12.2512527","title":"3D ultrasound system for needle guidance during high-dose-rate interstitial gynecologic brachytherapy implant placement procedures","year":2019,"lang":"en","type":"article","venue":"","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Brachytherapy; Imaging phantom; Medicine; Ultrasound; 3D ultrasound; Radiology; Nuclear medicine; Radiation therapy","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":[0.000572003,0.0003925992,0.0004506881,0.0006036657,0.0001596538,0.0005366681,0.0008641161,0.0008766205,0.003822101],"category_scores_gemma":[0.001355211,0.0004700654,0.0003749798,0.0002873018,0.0001896113,0.0003060627,0.0006045275,0.0004750741,0.001439757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872065,"about_ca_system_score_gemma":0.0006028173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005027243,"about_ca_topic_score_gemma":0.0007325585,"domain_scores_codex":[0.9994541,0.0001350388,0.00004065175,0.00009495228,0.0002466337,0.00002869434],"domain_scores_gemma":[0.9992901,0.0002629576,0.0001050592,0.0001168062,0.0001732386,0.00005185821],"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":[0.0007585197,0.0001076967,0.002596882,0.0004542187,0.00004364259,0.0005187485,0.0003327456,0.005333502,0.7581275,0.0009560053,0.004704651,0.2260659],"study_design_scores_gemma":[0.0004531738,0.002785519,0.04717901,0.0002858047,0.0004269758,0.0108513,0.0001640266,0.2135779,0.6273509,0.001243695,0.09520406,0.0004777079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06672082,0.001933442,0.9163519,0.0003370316,0.0002686479,0.0004977362,0.0006045062,0.009449207,0.003836629],"genre_scores_gemma":[0.3242297,0.0007996353,0.669261,0.0005690866,0.0001073482,0.0006521263,0.0005962421,0.0004956037,0.003289312],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003822101,"threshold_uncertainty_score":0.01278615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419573358438921,"score_gpt":0.2714726559593776,"score_spread":0.2572769223749884,"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."}}