{"id":"W4390576812","doi":"10.1155/2024/5920505","title":"A Single-Center 18-Year Series of 73 Cases of Metaplastic Carcinoma of the Breast","year":2024,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Lumpectomy; Breast cancer; Chemotherapy; Single Center; Mastectomy; Internal medicine; Radiation therapy; Oncology; Adjuvant chemotherapy; Cancer; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752116,0.0001662252,0.0004019437,0.0001307377,0.00009657705,0.00002563864,0.0002582636,0.00005828945,0.0006437122],"category_scores_gemma":[0.00004438467,0.00008015478,0.0003965587,0.0003605307,0.0003988212,0.000105613,0.000112876,0.0003695525,0.000007278885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004819973,"about_ca_system_score_gemma":0.0003037376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007297652,"about_ca_topic_score_gemma":0.00001045206,"domain_scores_codex":[0.9985125,0.0001402482,0.0005152088,0.0001294978,0.000476513,0.0002260273],"domain_scores_gemma":[0.998857,0.0001409745,0.0002332306,0.0003833235,0.0002769575,0.0001085608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008051569,0.003246323,0.5697522,0.00317688,0.003043153,0.001352592,0.006248357,0.00006160129,0.3231841,0.006940901,0.01254045,0.06240186],"study_design_scores_gemma":[0.001257051,0.0004856415,0.6392243,0.001681335,0.0009087208,0.3466598,0.001556076,0.00007904659,0.006990385,0.000258023,0.0007824673,0.0001171422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936911,0.001638261,0.00003957098,0.00256356,0.0003903094,0.0001595687,0.0002339153,0.00001138535,0.001272293],"genre_scores_gemma":[0.9989533,0.0000224288,0.00009066317,0.00003793762,0.0002958057,0.000002338746,0.000002134095,0.00002765959,0.0005677168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3453072,"threshold_uncertainty_score":0.7048197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806417266715365,"score_gpt":0.2428974635033257,"score_spread":0.214833290836172,"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."}}