{"id":"W1647594674","doi":"10.1016/j.mpdhp.2015.06.017","title":"Epithelioid myofibroblastoma of the female breast","year":2015,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Pathology; Epithelioid cell; Atypia; Immunohistochemistry; Population; Lobular carcinoma; Breast carcinoma; Medicine; Biology; Breast cancer; Cancer; Ductal carcinoma; 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":[0.0002347998,0.0001484467,0.0004082344,0.00008661345,0.00005760295,0.000001949462,0.0001453665,0.00007211471,0.00009027878],"category_scores_gemma":[0.004347976,0.0001036185,0.0001110468,0.0002455823,0.0005819847,0.00002402532,0.0001435171,0.0001538918,0.0003162912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008515238,"about_ca_system_score_gemma":0.000163933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004746816,"about_ca_topic_score_gemma":0.00001742129,"domain_scores_codex":[0.9988819,0.0001096556,0.0002864017,0.0002320894,0.0002398959,0.0002500587],"domain_scores_gemma":[0.9983994,0.0005888211,0.0001292001,0.0005317645,0.0002168765,0.0001339736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002801076,0.0005247371,0.9410419,0.0001785301,0.00004019659,0.002401387,0.007010512,0.00002227911,0.006319159,0.002419751,0.03565056,0.004110909],"study_design_scores_gemma":[0.001879719,0.00057294,0.9644996,0.0001867806,0.0002385064,0.01286648,0.0009373897,0.000009478784,0.002465925,0.0003756449,0.01579021,0.0001773082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809897,0.001702689,0.00007116366,0.001982578,0.0008548008,0.0003724633,0.00003932045,0.00007643352,0.01391084],"genre_scores_gemma":[0.9977326,0.00001771062,0.0003603798,0.0004626165,0.0001587215,0.00004113526,0.000004581279,0.00002505875,0.001197193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02345773,"threshold_uncertainty_score":0.5205248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144852857279862,"score_gpt":0.2617054657323734,"score_spread":0.2402569371595748,"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."}}