{"id":"W2122605777","doi":"10.1002/jcu.22070","title":"Imaging of fat‐containing lesions of the breast: A pictorial essay","year":2013,"lang":"en","type":"review","venue":"Journal of Clinical Ultrasound","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Ultrasonography; Radiology; Breast imaging; Mammography; Magnetic resonance imaging; Fat necrosis; Imaging technique; Ultrasound; Pathology; Breast cancer; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002459226,0.0003474189,0.004195404,0.0001841446,0.00006547136,0.00002253911,0.000593678,0.0004224322,0.0003825031],"category_scores_gemma":[0.003595884,0.0001758425,0.003666729,0.0003485504,0.0004027891,0.000107518,0.0001154001,0.001952052,0.000009392902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008151367,"about_ca_system_score_gemma":0.002164728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003119199,"about_ca_topic_score_gemma":0.000001958757,"domain_scores_codex":[0.9933516,0.0006808703,0.004650981,0.000236913,0.0008065936,0.000272983],"domain_scores_gemma":[0.9881063,0.004769713,0.005298979,0.0006638716,0.0008268824,0.0003342142],"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":[0.0001966468,0.0006111618,0.01300796,0.003837604,0.0008492311,0.00004155292,0.00007530197,3.301797e-7,0.00004082955,0.000272065,0.00222642,0.9788409],"study_design_scores_gemma":[0.003364824,0.000774849,0.04420399,0.0606296,0.009045535,0.01249734,0.000243695,0.00000215493,0.000005494584,0.000352526,0.8685346,0.0003454018],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005034377,0.9893148,0.00009037968,0.0002440723,0.003419704,0.0005409703,0.00007335752,0.000006179242,0.001276184],"genre_scores_gemma":[0.05395824,0.9399872,0.0006805027,0.00007779115,0.004905823,0.000004810859,0.000007255817,0.00005989363,0.00031848],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9784955,"threshold_uncertainty_score":0.8480803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09828335965209314,"score_gpt":0.4182737678192233,"score_spread":0.3199904081671302,"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."}}