{"id":"W2060131276","doi":"10.1016/j.ultras.2003.11.004","title":"3D ultrasound guided breast biopsy system","year":2003,"lang":"en","type":"article","venue":"Ultrasonics","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Robarts Clinical Trials; Western University","funders":"Canadian Institutes of Health Research","keywords":"Biopsy; Ultrasound; 3D ultrasound; Medicine; Mammography; Breast biopsy; Breast imaging; Stereotactic biopsy; Radiology; Breast ultrasound; Medical physics; Computer science; Breast cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007897873,0.0004505472,0.0008056102,0.001150655,0.0003983951,0.0008718141,0.0008052138,0.001438387,0.009637926],"category_scores_gemma":[0.001162444,0.0007826855,0.0006514194,0.0005161692,0.0002598649,0.0004826866,0.001145906,0.0004535245,0.003492601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004466927,"about_ca_system_score_gemma":0.0006702113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556203,"about_ca_topic_score_gemma":0.002710644,"domain_scores_codex":[0.9992471,0.0001652753,0.00004781945,0.0001414705,0.0003573262,0.00004104454],"domain_scores_gemma":[0.9992307,0.0002686671,0.00005198495,0.0001662067,0.0002134963,0.00006903287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001449989,0.0001593922,0.01175371,0.000565789,0.0001983311,0.0009967812,0.0002885125,0.006506037,0.3415435,0.001772047,0.01737105,0.6173949],"study_design_scores_gemma":[0.0008247736,0.001734399,0.08951024,0.0003756325,0.0009196856,0.03634192,0.000265572,0.403162,0.3239849,0.003472862,0.1388051,0.0006030959],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05598475,0.002699536,0.9142372,0.0009104909,0.0004489016,0.0004412548,0.001593981,0.01413875,0.00954508],"genre_scores_gemma":[0.278642,0.001154741,0.7017571,0.001684317,0.000228608,0.0007153762,0.001503869,0.0006438778,0.01367018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009637926,"threshold_uncertainty_score":0.03224206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148172199168572,"score_gpt":0.2429239966298702,"score_spread":0.228106776713013,"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."}}