{"id":"W2888692682","doi":"10.1007/s10549-018-4916-6","title":"Histopathologic characteristics of background parenchymal enhancement (BPE) on breast MRI","year":2018,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Cancer Institute; Susan G. Komen; Memorial Sloan-Kettering Cancer Center; Kettering Fund; Susan G. Komen for the Cure","keywords":"Breast cancer; Medicine; Parenchyma; Mastectomy; CD34; Breast MRI; Mammary gland; Pathology; Cancer; Internal medicine; Mammography; Biology; Stem cell","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":[0.0005582458,0.0004807647,0.0001847636,0.001820656,0.0001971136,0.0004691404,0.0003031404,0.0004462203,0.002881311],"category_scores_gemma":[0.002188391,0.0002392446,0.0002027929,0.0006967643,0.0004095628,0.0006073812,0.0003372734,0.0003762254,0.0007788349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660027,"about_ca_system_score_gemma":0.0002331061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008145765,"about_ca_topic_score_gemma":0.0007049369,"domain_scores_codex":[0.9997817,0.00002997568,0.00003187082,0.00003723902,0.00005037362,0.00006891065],"domain_scores_gemma":[0.9991546,0.0001945451,0.0001970341,0.00007542264,0.0002024477,0.0001759415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00548487,0.0007116748,0.435227,0.0006221185,0.0002390909,0.1427358,0.0007737407,0.001293959,0.3144553,0.001653107,0.002096758,0.09470674],"study_design_scores_gemma":[0.0001200567,0.001229177,0.6743211,0.0001633083,0.0003030556,0.2398644,0.001131696,0.003134751,0.06700778,0.0009058499,0.01175359,0.00006530048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693419,0.002804443,0.003411313,0.0002997228,0.00006173009,0.0002005351,0.0003948228,0.0001181453,0.02336741],"genre_scores_gemma":[0.9946037,0.0009950907,0.001914303,0.0001205117,0.0000566198,0.00003431251,0.0002919137,0.00002004115,0.001963434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002881311,"threshold_uncertainty_score":0.009638965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061093045784749,"score_gpt":0.4052452293432783,"score_spread":0.2991359247648034,"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."}}