{"id":"W4385329567","doi":"10.1093/jbi/wbad022","title":"Malignant Adenomyoepithelioma of the Breast","year":2023,"lang":"en","type":"article","venue":"Journal of Breast Imaging","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Library science; Computer science","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":[0.000303496,0.0001036221,0.0002892492,0.0001994508,0.00005187874,0.00001445075,0.0001282124,0.00001641168,0.00009950165],"category_scores_gemma":[0.00002306493,0.00005464314,0.0002749333,0.0004137121,0.0000565567,0.00008643005,0.0000532079,0.000130858,0.00002248633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004771458,"about_ca_system_score_gemma":0.0001142008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003156096,"about_ca_topic_score_gemma":7.089808e-7,"domain_scores_codex":[0.9989289,0.00003965051,0.0003971548,0.00008425599,0.000369059,0.0001809896],"domain_scores_gemma":[0.9991106,0.00006630374,0.0003274369,0.0002002204,0.000192182,0.0001032937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023691,0.0002204362,0.9813367,0.00004052542,0.0001482398,0.0005679253,0.0001636347,0.000008323724,0.001964649,0.00009416605,0.001953185,0.01339983],"study_design_scores_gemma":[0.001335723,0.00005114162,0.9418276,0.0006435451,0.0002018876,0.05313444,0.0002367335,0.00005680505,0.002021174,0.0001821605,0.000259107,0.00004967161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849228,0.0005252246,0.00001116341,0.0133888,0.0003227974,0.00009694301,0.00003011278,0.00001471355,0.0006874769],"genre_scores_gemma":[0.9992474,0.00006167437,0.0001030851,0.0001794939,0.0002698235,0.000001794707,0.000001699091,0.00001645246,0.0001185267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05256652,"threshold_uncertainty_score":0.2228283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024753438060543,"score_gpt":0.2549861632148347,"score_spread":0.2447386288342293,"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."}}