{"id":"W2933263305","doi":"10.1016/j.diii.2019.03.009","title":"Breast sonoelastography: Now and in the future","year":2019,"lang":"en","type":"article","venue":"Diagnostic and Interventional Imaging","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Clinical Practice; Medical physics; Breast imaging; Radiology; Health care; Breast screening; Breast cancer; Mammography; Family medicine; Internal medicine","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":[0.006092449,0.0005880155,0.0007333391,0.00168387,0.0006227348,0.002759464,0.000780893,0.00329796,0.009703774],"category_scores_gemma":[0.005840396,0.0002666194,0.000434209,0.00151774,0.002858868,0.005557209,0.0008684687,0.002399889,0.002191472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922594,"about_ca_system_score_gemma":0.002793554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003022639,"about_ca_topic_score_gemma":0.006462587,"domain_scores_codex":[0.9987557,0.0004495699,0.0001378668,0.0001494333,0.0003256406,0.0001818105],"domain_scores_gemma":[0.9905477,0.003662053,0.0008781893,0.0003400304,0.002787631,0.001784403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005019173,0.0002397977,0.02226064,0.00200628,0.00006413999,0.00122676,0.0003443775,0.000484224,0.00323965,0.01544046,0.06770888,0.8864828],"study_design_scores_gemma":[0.00008838867,0.0006548858,0.0428701,0.005383079,0.000181419,0.0194693,0.003853392,0.001889055,0.001551495,0.02454099,0.8993795,0.0001384199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007748988,0.8580688,0.003617192,0.1124739,0.004110171,0.00001957585,0.0001317308,0.0001984855,0.0136312],"genre_scores_gemma":[0.130852,0.8025557,0.01188618,0.02284865,0.0205033,0.00003913925,0.0002433381,0.0000692851,0.01100244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009703774,"threshold_uncertainty_score":0.03246242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004703594726136327,"score_gpt":0.2368420821447867,"score_spread":0.2321384874186503,"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."}}