{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041562,0.0002223702,0.0003339548,0.00008645136,0.0001361439,0.00003660604,0.0001047431,0.0001673477,0.0004559688],"category_scores_gemma":[0.0001467477,0.000183737,0.0001536056,0.0003443755,0.0000723575,0.00006084168,0.00001021531,0.0002296738,0.0003898713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798395,"about_ca_system_score_gemma":0.0002181292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004278185,"about_ca_topic_score_gemma":0.00000279202,"domain_scores_codex":[0.9985225,0.00006656526,0.0003221126,0.0003413826,0.0003183892,0.0004290312],"domain_scores_gemma":[0.9987574,0.0001090017,0.00007924163,0.0006026038,0.0001578812,0.0002938621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003380191,0.001914304,0.4055075,0.001711252,0.0007972874,0.001507543,0.001243881,0.00007021021,0.2801525,0.2514232,0.0442316,0.01110271],"study_design_scores_gemma":[0.006349254,0.0003194282,0.5876191,0.0009004244,0.0007882175,0.2892455,0.003753777,0.0003680749,0.01074814,0.0001348442,0.09858103,0.001192207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009594,0.0008927023,0.001208748,0.0002821501,0.0005414868,0.0004145566,0.00006310389,0.000329386,0.09530842],"genre_scores_gemma":[0.9923631,0.00002626935,0.005063741,0.0002282071,0.0001411117,0.00001558252,0.0000320584,0.00004504831,0.002084867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2877379,"threshold_uncertainty_score":0.7492577,"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."}}