{"id":"W3170769496","doi":"10.1177/08465371211011707","title":"The Added Value of Supplemental Breast Ultrasound Screening for Women With Dense Breasts: A Single Center Canadian Experience","year":2021,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Sonographer; Biopsy; Breast cancer screening; Mammography; Radiology; Breast ultrasound; Ultrasound; Breast imaging; Breast biopsy; Single Center; Retrospective cohort study; Cancer detection; Cancer; Gynecology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001409317,0.0003379767,0.0004512801,0.001464594,0.001304531,0.0008169907,0.000928124,0.0003633503,0.00170597],"category_scores_gemma":[0.01025145,0.0002867999,0.0003134129,0.001827652,0.000487624,0.0002986578,0.0006873351,0.0004109853,0.0001728624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009396388,"about_ca_system_score_gemma":0.0175272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7868769,"about_ca_topic_score_gemma":0.9028788,"domain_scores_codex":[0.9981855,0.0003001399,0.00008577791,0.0002295413,0.0008620045,0.000337013],"domain_scores_gemma":[0.9941837,0.0009941366,0.0009629779,0.0002386308,0.002331524,0.001289048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001431801,0.00008951339,0.9620702,0.00009908795,0.00005821892,0.0005877725,0.0007052389,0.0001972214,0.0007402578,0.00003956137,0.0006096379,0.03465996],"study_design_scores_gemma":[0.00002189605,0.0003988651,0.9916142,0.00009456545,0.0001111687,0.002811601,0.001484454,0.0007505264,0.0005430238,0.00002993768,0.002108964,0.00003079362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946578,0.00109002,0.0002507129,0.0004833071,0.00002095089,0.00006735031,0.0004293969,0.00002663105,0.002973695],"genre_scores_gemma":[0.9974692,0.0009845581,0.0008041153,0.0001338195,0.00002547203,0.00001110592,0.0002646282,0.00001007328,0.0002970614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2131231,"threshold_uncertainty_score":0.4287565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329902869225251,"score_gpt":0.2389307144099212,"score_spread":0.2256316857176687,"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."}}