{"id":"W4416128964","doi":"10.1016/j.path.2025.08.009","title":"Special Subtypes of Triple Negative Breast Carcinoma","year":2025,"lang":"en","type":"article","venue":"Surgical pathology clinics","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Apocrine; Triple-negative breast cancer; Breast cancer; Cylindroma; Adenoid cystic carcinoma; Medullary carcinoma; Breast carcinoma; Carcinoma; Estrogen","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":[0.0004111422,0.0001455258,0.0006152152,0.0001450134,0.00005723249,0.000003683643,0.0001093148,0.0002981401,0.0005672122],"category_scores_gemma":[0.0001969336,0.000116821,0.0002704316,0.0003732567,0.0004038162,0.00002511335,0.00009387129,0.0003672194,0.0000520819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003056014,"about_ca_system_score_gemma":0.0002421279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001701822,"about_ca_topic_score_gemma":0.000009766825,"domain_scores_codex":[0.9985919,0.0001595111,0.0005368202,0.0003221874,0.000140773,0.0002488374],"domain_scores_gemma":[0.9988554,0.0003507324,0.0001183089,0.0003655285,0.0002009462,0.0001090477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004360305,0.001249043,0.8814213,0.0001553726,0.000130827,0.003316962,0.0003389305,0.000001427675,0.0003315502,0.02239538,0.01061634,0.07568259],"study_design_scores_gemma":[0.004453591,0.0003193325,0.9709194,0.0000523612,0.0001529012,0.000964694,0.0001699032,0.00003879199,0.0002734795,0.001905503,0.02064373,0.0001063615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353407,0.0002632943,0.0000279548,0.001392244,0.001325736,0.000218656,0.00005546298,0.00002968314,0.06134629],"genre_scores_gemma":[0.9931784,0.00005933391,0.0003032921,0.0003407873,0.00108421,0.000008232034,0.00002323836,0.0000110202,0.004991433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08949808,"threshold_uncertainty_score":0.6210576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177528326693369,"score_gpt":0.3056956752839193,"score_spread":0.2879428426145824,"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."}}