{"id":"W4221106342","doi":"10.1158/1538-7445.sabcs21-p1-12-03","title":"Abstract P1-12-03: Metaplastic carcinoma of the breast: A single-center 18-year series of 73 cases","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Metaplastic carcinoma; Adenosquamous carcinoma; Triple-negative breast cancer; Breast cancer; Lumpectomy; Oncology; Internal medicine; Mastectomy; Radiation therapy; Cancer; Breast carcinoma; Population; Single Center; Chemotherapy; Adenocarcinoma","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005240194,0.0001179906,0.0003085037,0.0001921067,0.0002407553,0.00001176116,0.0003024334,0.00004252598,0.005176477],"category_scores_gemma":[0.0001042212,0.00008296336,0.0001673522,0.0005710744,0.0004328865,0.00005939521,0.0004118958,0.0005499934,0.000008092843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640413,"about_ca_system_score_gemma":0.0007162195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441356,"about_ca_topic_score_gemma":0.000154929,"domain_scores_codex":[0.9978173,0.0001922709,0.0002910268,0.0002563316,0.001054436,0.0003886427],"domain_scores_gemma":[0.9987271,0.0001947548,0.00009301946,0.0005497014,0.0003099906,0.0001254132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005103205,0.001909939,0.5090436,0.001414893,0.0003313507,0.0004580874,0.00175747,0.00007122915,0.4496616,0.0008505657,0.02280712,0.006590938],"study_design_scores_gemma":[0.002115466,0.0009520038,0.9432477,0.0002778311,0.00009993272,0.001778704,0.003251899,0.00001584982,0.03798924,0.00006444931,0.01006106,0.0001458236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934106,0.0009520145,5.903049e-7,0.001319686,0.0001794216,0.000433369,0.0004505549,0.00001020935,0.003243526],"genre_scores_gemma":[0.9977022,0.00002263312,0.00001904449,0.00004504692,0.0001175382,0.0001445969,0.00001016776,0.00002958401,0.001909152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4342042,"threshold_uncertainty_score":0.9957329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318227807094988,"score_gpt":0.3550096993162292,"score_spread":0.2231869186067303,"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."}}