{"id":"W2011137493","doi":"10.1088/0031-9155/58/7/2219","title":"A novel fast full inversion based breast ultrasound elastography technique","year":2013,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University; University of Toronto","funders":"Deutsche Forschungsgemeinschaft","keywords":"Elastography; Imaging phantom; Biomedical engineering; Stiffness; Ultrasound; Breast cancer; Materials science; Breast imaging; Medicine; Radiology; Cancer; Mammography","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":[0.0004562681,0.0003993987,0.0003937925,0.0004851561,0.0001646489,0.0004674735,0.0007370239,0.000813522,0.001810221],"category_scores_gemma":[0.0007703563,0.0002980985,0.0002696961,0.0004385451,0.0002130181,0.0009803711,0.0005548074,0.0004707582,0.001115849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371157,"about_ca_system_score_gemma":0.0003358795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002171134,"about_ca_topic_score_gemma":0.0004885349,"domain_scores_codex":[0.9996595,0.00005639834,0.00001585946,0.00005862856,0.0001897389,0.00001982534],"domain_scores_gemma":[0.9997068,0.0001025639,0.00003649178,0.00004901551,0.00009040197,0.00001472572],"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":[0.0001275798,0.00005623592,0.0007288635,0.0001933657,0.00002606705,0.0002469044,0.0000827344,0.003285555,0.591278,0.00322075,0.002148099,0.3986059],"study_design_scores_gemma":[0.00009688576,0.0008496103,0.004171626,0.00007525601,0.0001277607,0.01110116,0.00007507329,0.4119394,0.4941161,0.003269641,0.07401039,0.0001671181],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0140688,0.0009147348,0.9813519,0.0002494917,0.00009923609,0.00006889018,0.0000736118,0.001033033,0.002140317],"genre_scores_gemma":[0.09920876,0.0009726897,0.8941193,0.0002826769,0.0001080388,0.00009636711,0.0001653641,0.00007571982,0.004971176],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001810221,"threshold_uncertainty_score":0.006055772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085443146354511,"score_gpt":0.3079138850369564,"score_spread":0.2570594535734113,"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."}}