{"id":"W2973771069","doi":"10.32768/abc.201963120-123","title":"Systemic Therapy in Local Recurrence of Breast Cancer, Report of a case and Decision Making in MDT Meeting","year":2019,"lang":"en","type":"article","venue":"Archives of Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Epirubicin; Breast cancer; Oncology; Docetaxel; Internal medicine; Tamoxifen; Chemotherapy; Cyclophosphamide; Hormonal therapy; Regimen; Radiation therapy; Letrozole; Systemic therapy; Cancer","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":[0.0001448207,0.0001695323,0.0004047805,0.000124278,0.00001716392,0.000002850056,0.0001178335,0.00005922575,0.00001097518],"category_scores_gemma":[0.00001292442,0.0001500449,0.00006878628,0.0001519677,0.000210014,0.000008516569,0.0001407454,0.00007645637,1.228715e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003554918,"about_ca_system_score_gemma":0.0001576237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006424874,"about_ca_topic_score_gemma":0.002375295,"domain_scores_codex":[0.9987214,0.00005648443,0.0004980037,0.0003842416,0.0001353007,0.0002046158],"domain_scores_gemma":[0.9991612,0.00008989775,0.0003615522,0.0002885625,0.00006699099,0.00003181447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001439976,0.00009408137,0.6596128,0.0002423785,0.00009402532,0.00008330785,0.0007370238,0.0007876768,0.04385266,0.00001067862,0.00000603251,0.2930393],"study_design_scores_gemma":[0.002563264,0.0001170675,0.975885,0.00445578,0.00002780389,0.005179473,0.0008770894,0.0003442788,0.01018506,0.0001269382,0.00001782737,0.0002204437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904935,0.008499827,0.0001452871,0.00007056359,0.0000926444,0.0002561821,0.0002771273,0.000002559164,0.0001622741],"genre_scores_gemma":[0.9958004,0.003620804,0.0004460813,0.00001469843,0.00003628949,0.00005343164,0.00000660234,0.00001643039,0.000005206297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3162721,"threshold_uncertainty_score":0.971253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007916569007844371,"score_gpt":0.2809306996692926,"score_spread":0.2730141306614483,"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."}}