{"id":"W1720024744","doi":"10.1148/radiol.2015150121","title":"High-Risk Lesions Detected at Second-Look US for Breast Lesions Identified at MR Imaging","year":2015,"lang":"en","type":"letter","venue":"Radiology","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Breast imaging; Breast MRI; Breast cancer; Breast surgery; Biopsy; Mammography; Nuclear medicine; Radiology; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000463356,0.0007063297,0.00161018,0.000522894,0.0004156933,0.00002669782,0.0004988506,0.001546926,0.004877438],"category_scores_gemma":[0.0003502652,0.0006532137,0.0005249158,0.0002187819,0.0004547633,0.00007152547,0.0003869463,0.001908581,0.0007167573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227512,"about_ca_system_score_gemma":0.00051163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005166818,"about_ca_topic_score_gemma":0.001023995,"domain_scores_codex":[0.9958228,0.0004193473,0.0008365575,0.001344349,0.0003888578,0.001188053],"domain_scores_gemma":[0.995429,0.001674204,0.0006197639,0.001494109,0.0004237506,0.0003591916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002527373,0.00003392392,0.0103606,0.000296185,0.0004240136,0.0008893047,0.00007926573,0.000007773729,0.00202026,0.000006939319,0.9836504,0.001978552],"study_design_scores_gemma":[0.003904789,0.0002401703,0.01818382,0.000260829,0.001518511,0.008109029,0.0000161866,0.00009218685,0.001092297,0.0003355572,0.965579,0.0006676007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1962071,0.005594651,0.0005818512,0.7725568,0.009212382,0.003918127,0.01011952,0.0006714902,0.001138104],"genre_scores_gemma":[0.0355615,0.003481447,0.006192442,0.7806867,0.03575091,0.003818253,0.01746581,0.001099401,0.1159436],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1606456,"threshold_uncertainty_score":0.9997493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605855345761444,"score_gpt":0.2838500821477296,"score_spread":0.2577915286901152,"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."}}