{"id":"W2120805174","doi":"10.1007/s00330-008-1076-9","title":"Breast tomosynthesis and digital mammography: a comparison of breast cancer visibility and BIRADS classification in a population of cancers with subtle mammographic findings","year":2008,"lang":"en","type":"article","venue":"European Radiology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":342,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Malmö Högskola; Cancerfonden; European Commission","keywords":"Medicine; Mammography; Breast cancer; Visibility; Digital Breast Tomosynthesis; Cancer; Radiology; Digital mammography; Neuroradiology; Population; Tomosynthesis; Medical physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003488,0.0003632656,0.0004401405,0.001454363,0.0004360462,0.0008973603,0.0004028057,0.0006016128,0.001593744],"category_scores_gemma":[0.005537695,0.0003204828,0.0005600583,0.0009961752,0.0005642688,0.001016243,0.0009556222,0.0005261994,0.0002450852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438533,"about_ca_system_score_gemma":0.0002104935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002917217,"about_ca_topic_score_gemma":0.002616717,"domain_scores_codex":[0.9993362,0.000193523,0.00007589725,0.0001692832,0.0001260169,0.00009912045],"domain_scores_gemma":[0.9980938,0.0007164158,0.0006207724,0.0001050824,0.000170857,0.0002931049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001039521,0.00006665966,0.9969464,0.000006571624,0.00005876297,0.0001019326,0.0001922241,0.00002156765,0.0004407025,0.00002496243,0.00001650339,0.00108414],"study_design_scores_gemma":[0.00001463349,0.0004328829,0.9983224,0.000001763309,0.00003511938,0.000413456,0.0004988228,0.0001184497,0.00006414678,0.00002959264,0.00006447276,0.000004243923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995696,0.0001175368,0.0000358908,0.00001346592,0.000003252741,0.0000024229,0.00003853871,0.000001047574,0.000218167],"genre_scores_gemma":[0.9997153,0.00005322166,0.00003197196,0.000009784747,0.000008393094,0.000001635298,0.00008109068,0.000001609006,0.00009698317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002917217,"threshold_uncertainty_score":0.005800486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739864294587241,"score_gpt":0.2556905877055567,"score_spread":0.2382919447596843,"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."}}