{"id":"W4402433593","doi":"10.1093/jbi/wbae041","title":"Secretory Carcinoma of the Breast: Radiologic-Pathologic Correlation","year":2024,"lang":"en","type":"review","venue":"Journal of Breast Imaging","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Lymph node; Medicine; Breast carcinoma; Carcinoma; Pleomorphism (cytology); Pathology; Breast cancer; Histopathology; Population; Oncology; Internal medicine; Cancer; Immunohistochemistry","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":[0.0009515998,0.0004374433,0.002012597,0.0004896348,0.0000805472,0.00003464438,0.0004174803,0.0002431364,0.0001069432],"category_scores_gemma":[0.00006361122,0.0002203327,0.00190164,0.0005742832,0.0002211988,0.0001245413,0.0001840882,0.001626865,0.00002846845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003356496,"about_ca_system_score_gemma":0.001109425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001015484,"about_ca_topic_score_gemma":2.407407e-7,"domain_scores_codex":[0.9971569,0.0003345011,0.001394954,0.0002807424,0.0005302944,0.0003025746],"domain_scores_gemma":[0.9971971,0.0001189612,0.001616015,0.0005167135,0.0003784128,0.0001728163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00005157123,0.0001015165,0.005673972,0.008309651,0.0002505897,0.001336436,0.00009641454,0.00000242492,0.00003226024,0.00008594625,0.002729969,0.9813293],"study_design_scores_gemma":[0.0006141621,0.0001011235,0.07067095,0.0415296,0.008495722,0.7644938,0.0001566393,0.0001312575,0.000001083873,0.000114857,0.11339,0.0003008158],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001170545,0.9954346,0.0001149292,0.0005870597,0.001451334,0.0003501572,0.00009686313,0.00001928288,0.000775212],"genre_scores_gemma":[0.09284008,0.9045488,0.0002581468,0.0001189231,0.001587783,0.000007523291,0.00002196277,0.00009609134,0.0005206537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9810284,"threshold_uncertainty_score":0.8984908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529282298654728,"score_gpt":0.3008251998745747,"score_spread":0.2755323768880274,"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."}}