{"id":"W2320672586","doi":"10.1115/imece2010-38736","title":"Realtime Ultrasound Elastography Technique for Multifocal Breast Cancer Assessment","year":2010,"lang":"en","type":"article","venue":"","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Imaging phantom; Elastography; Breast cancer; Ultrasound elastography; Ultrasound; Biomedical engineering; Medicine; Radiology; Cancer","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":[0.0008037657,0.0004287936,0.0003065063,0.0006757475,0.0001394648,0.0003211324,0.000440085,0.0005444483,0.002298246],"category_scores_gemma":[0.001836664,0.0002707026,0.0002395377,0.0003055143,0.0002009961,0.0006025933,0.000386975,0.0004955208,0.0006211068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395034,"about_ca_system_score_gemma":0.0002607731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002088733,"about_ca_topic_score_gemma":0.000387037,"domain_scores_codex":[0.9996082,0.0001117102,0.00001922755,0.00005492758,0.000188818,0.0000171633],"domain_scores_gemma":[0.999498,0.0002321266,0.0000802704,0.0000813535,0.00007993259,0.00002823992],"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":[0.0002166541,0.00003482785,0.001676207,0.0002101244,0.00002046873,0.0002875044,0.00008720753,0.001614213,0.8601697,0.0007122771,0.0005029709,0.1344678],"study_design_scores_gemma":[0.0001060054,0.001489456,0.02205515,0.0001173798,0.0001958698,0.03152468,0.0001339151,0.1236351,0.7864164,0.00200153,0.03213365,0.0001907538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1241515,0.005069223,0.8656278,0.0003763428,0.00009110871,0.0001446815,0.0001321922,0.001379435,0.003027719],"genre_scores_gemma":[0.3879113,0.002641027,0.6062034,0.000110001,0.00005292368,0.0001084116,0.0001302358,0.000115147,0.002727618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002298246,"threshold_uncertainty_score":0.007688344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007287113532908555,"score_gpt":0.3054736522290754,"score_spread":0.2981865386961668,"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."}}