{"id":"W4206917783","doi":"10.32768/abc.202291119-122","title":"A Rare Case of Lobular Carcinoma in Situ Within a Fibroadenoma","year":2022,"lang":"en","type":"article","venue":"Archives of Breast Cancer","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"","keywords":"Lobular carcinoma; Fibroadenoma; Presentation (obstetrics); Medicine; Differential diagnosis; Pathology; Breast ultrasound; Radiology; Ductal carcinoma; Breast cancer; Cancer; Mammography; 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":[0.0000980085,0.0001395402,0.0003993928,0.0002811285,0.00006254944,0.000002495079,0.0001312728,0.00002664227,0.0006104321],"category_scores_gemma":[0.000007885626,0.0001314948,0.0001491688,0.0003301152,0.0001596113,0.00003953871,0.0002014763,0.0002574141,0.000001050025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005864546,"about_ca_system_score_gemma":0.0003510627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690402,"about_ca_topic_score_gemma":0.0003115667,"domain_scores_codex":[0.9988171,0.0000946244,0.0003784068,0.0002630888,0.0002209725,0.0002258242],"domain_scores_gemma":[0.999262,0.00005883024,0.0001603972,0.0003716376,0.00003110805,0.0001159813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004928419,0.001125899,0.7204938,0.001020549,0.0001831992,0.01038869,0.01592091,0.001220162,0.1836642,0.001552228,0.0003402005,0.05916178],"study_design_scores_gemma":[0.002653268,0.0003017626,0.9718471,0.0002011368,0.00008694217,0.01684391,0.002748455,0.0009102711,0.003906504,0.000213148,0.0001394752,0.0001479936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946491,0.001414706,0.00001140068,0.0008278349,0.00006576139,0.0002758048,0.0003132009,0.00001207758,0.002430095],"genre_scores_gemma":[0.9991028,0.00001123902,0.0003444673,0.0001135586,0.00005306572,0.00008276248,0.00001782369,0.000024195,0.0002500631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2513533,"threshold_uncertainty_score":0.6683803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100470700809202,"score_gpt":0.2473155825318411,"score_spread":0.2363108755237491,"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."}}