{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006390266,0.0001259583,0.0002895076,0.0001469456,0.0003888232,0.00005647361,0.0001367241,0.0001047095,0.0002206619],"category_scores_gemma":[0.0004420559,0.00009367253,0.0001036915,0.0002144577,0.0001265386,0.00007971322,0.000007661582,0.0002037941,6.974942e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002796667,"about_ca_system_score_gemma":0.002890228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05316247,"about_ca_topic_score_gemma":0.5881717,"domain_scores_codex":[0.9984527,0.0001253318,0.0003724103,0.0001581037,0.0002634602,0.0006280378],"domain_scores_gemma":[0.9977652,0.0002217697,0.0003625863,0.0001747526,0.0006717435,0.0008039129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003579651,0.00008079472,0.9720874,0.00002659671,0.000509839,0.0001932719,0.002228442,0.00002761297,0.004086314,0.0005272955,0.01200639,0.007868055],"study_design_scores_gemma":[0.002973,0.0003864503,0.9485011,0.0001284082,0.00006700192,0.01256779,0.00988365,0.00004154538,0.0005196773,0.00006055869,0.02471133,0.0001595585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917005,0.0001925143,0.0002465982,0.005568995,0.0001715915,0.0002329673,0.001118073,0.000005070697,0.0007636732],"genre_scores_gemma":[0.9975105,0.00003016227,0.001108907,0.0004212524,0.0001690572,0.00001701474,0.00009130894,0.0000163751,0.0006354353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5350092,"threshold_uncertainty_score":0.9531426,"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."}}