{"id":"W2604629495","doi":"10.1259/bjr.20170128","title":"Imaging features and conspicuity of invasive lobular carcinomas on digital breast tomosynthesis","year":2017,"lang":"en","type":"article","venue":"British Journal of Radiology","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Société Française de Radiologie","keywords":"Medicine; Digital Breast Tomosynthesis; Invasive lobular carcinoma; Radiology; Intraclass correlation; Breast imaging; Mammography; Lesion; Institutional review board; Concordance; Nuclear medicine; Breast cancer; Pathology; Cancer; Surgery; Internal medicine; Invasive ductal carcinoma","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":[0.0002157224,0.0001235248,0.0005307781,0.0001613043,0.0001341648,0.000166289,0.0001944309,0.000058516,0.00001329627],"category_scores_gemma":[0.0006619439,0.0001186497,0.0002052509,0.00003985993,0.0007198947,0.0004499136,0.00004994073,0.000272702,8.281333e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002255302,"about_ca_system_score_gemma":0.00009492136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007245886,"about_ca_topic_score_gemma":0.000007529888,"domain_scores_codex":[0.9990974,0.00003611747,0.0003301149,0.0001579964,0.0001659361,0.000212411],"domain_scores_gemma":[0.9987774,0.0001760096,0.0004645431,0.0001972942,0.0002038316,0.0001809599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004002011,0.0001553787,0.6868818,0.00007782342,0.0002664701,0.006065515,0.00006626929,0.000001119232,0.001432767,0.0001770743,0.003561722,0.3009139],"study_design_scores_gemma":[0.0009320749,0.0002112985,0.6150252,0.0005337135,0.00007517215,0.3818356,0.00008570756,0.00000199116,0.0007775394,0.0003620717,0.00008961261,0.00007008835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988719,0.003597644,0.00002877447,0.001186928,0.0001608505,0.00007957383,0.00009268111,0.000007123644,0.00612742],"genre_scores_gemma":[0.9990626,0.000349392,0.0001485502,0.000169384,0.0002062806,6.176126e-7,0.000003337573,0.00001281424,0.00004701675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.37577,"threshold_uncertainty_score":0.4838395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008935428509975942,"score_gpt":0.2339562554569178,"score_spread":0.2250208269469418,"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."}}