{"id":"W4407838639","doi":"10.1177/08465371251318578","title":"Cancers Detected on Supplemental Breast Ultrasound in Women With Dense Breasts: Update From a Canadian Centre","year":2025,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Mammography; Stage (stratigraphy); Breast ultrasound; Asymptomatic; Biopsy; Breast cancer screening; Radiology; Cancer; Gynecology; Obstetrics; 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":[0.001214112,0.0007549202,0.0006983997,0.005104606,0.001526269,0.001433775,0.001590431,0.0007923288,0.003618263],"category_scores_gemma":[0.003438712,0.0004318624,0.0007293424,0.009614813,0.0006788261,0.000604552,0.0008434777,0.0008663887,0.0007095815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01705558,"about_ca_system_score_gemma":0.02844126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9776963,"about_ca_topic_score_gemma":0.9869384,"domain_scores_codex":[0.9980665,0.00008084499,0.0001726497,0.0002420168,0.001110513,0.000327451],"domain_scores_gemma":[0.9925295,0.0003444822,0.0007019689,0.0001329715,0.00549525,0.0007959342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002430821,0.00005868791,0.909736,0.0008680528,0.0001159916,0.0006768653,0.0006500494,0.0001927724,0.000526082,0.0001363101,0.01857466,0.06822141],"study_design_scores_gemma":[0.00002202035,0.00004190829,0.9883824,0.0004684647,0.0001161376,0.0008760298,0.0009100829,0.0001741359,0.000112639,0.00002241882,0.008843137,0.00003051389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7755272,0.08938286,0.001346236,0.00662504,0.0004239273,0.0006441976,0.08176211,0.0003687866,0.04391969],"genre_scores_gemma":[0.9045161,0.05665021,0.001873412,0.001978238,0.0002237279,0.0001447101,0.03117238,0.0000700389,0.003371179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0223037,"threshold_uncertainty_score":0.1237475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009282132230810121,"score_gpt":0.2512316137980572,"score_spread":0.2419494815672471,"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."}}