{"id":"W2951468938","doi":"10.1016/j.tranon.2019.05.004","title":"Monitoring Breast Cancer Response to Neoadjuvant Chemotherapy Using Ultrasound Strain Elastography","year":2019,"lang":"en","type":"article","venue":"Translational Oncology","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Natural Sciences and Engineering Research Council of Canada; FedDev Ontario; University of Toronto; Terry Fox Foundation","keywords":"Medicine; Elastography; Breast cancer; Chemotherapy; Biopsy; Complete response; Radiology; Internal medicine; Oncology; Cancer; Ultrasound","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":[0.0006281135,0.0002339896,0.0003470567,0.0003850466,0.00009419906,0.0002093101,0.00009259112,0.0002001565,0.0003889876],"category_scores_gemma":[0.0024556,0.0001098959,0.0001072104,0.0002925112,0.0001894815,0.0002043687,0.0001702988,0.0001834225,0.0001689728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068642,"about_ca_system_score_gemma":0.00007796406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003504978,"about_ca_topic_score_gemma":0.0007622121,"domain_scores_codex":[0.9995796,0.0002287181,0.00003460831,0.00005326465,0.00006924367,0.00003457773],"domain_scores_gemma":[0.9992631,0.0003494087,0.0001982428,0.00004733893,0.0000858187,0.00005609886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003121105,0.0002006848,0.911551,0.00006849478,0.00007454981,0.0002657095,0.0002299184,0.0009314419,0.02631414,0.00002157628,0.0001749457,0.0570464],"study_design_scores_gemma":[0.00006912259,0.003423223,0.9834652,0.00001222632,0.00005933488,0.0013104,0.000203747,0.003091507,0.007667722,0.00005143152,0.000629843,0.00001628361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985861,0.0005258396,0.000479024,0.00002334779,0.000003204819,0.00001577987,0.00005695856,0.00001008115,0.0002996762],"genre_scores_gemma":[0.9990952,0.0001578765,0.0005099169,0.00001458465,0.000007527133,0.00001318699,0.00009052364,0.000001677926,0.000109578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006281135,"threshold_uncertainty_score":0.003321826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759640147850981,"score_gpt":0.3294398652249965,"score_spread":0.3118434637464867,"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."}}