{"id":"W2943847562","doi":"10.1158/1538-7445.sabcs18-p4-08-27","title":"Abstract P4-08-27: The 21-gene Recurrence® (RS) Score assay in estrogen receptor positive node negative breast cancer: Real-world chemotherapy usage and patient characteristics within the intermediate and high-risk RS category","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Breast cancer; Oncology; Chemotherapy; Docetaxel; Estrogen receptor; Cyclophosphamide; Cancer; Hormonal therapy; Prospective cohort study; Cohort; Stage (stratigraphy); Gynecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003103645,0.0001877906,0.0002052138,0.0007695346,0.0002676251,0.0004148451,0.0003000445,0.0002108336,0.003603927],"category_scores_gemma":[0.001082461,0.0001137406,0.000195629,0.0009143662,0.0001791983,0.0001872399,0.0003120551,0.0003040229,0.0007793605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004312258,"about_ca_system_score_gemma":0.0004660308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01406724,"about_ca_topic_score_gemma":0.01773369,"domain_scores_codex":[0.999762,0.00004241275,0.0000339954,0.00004423665,0.0000706769,0.00004666969],"domain_scores_gemma":[0.9990785,0.0001439861,0.0003964805,0.00004787682,0.0001664176,0.00016679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008687168,0.00001572617,0.9982073,0.000005306671,0.000008566358,0.00002708149,0.000009175473,0.00002652518,0.0001119366,0.000003921161,0.0004309255,0.001066605],"study_design_scores_gemma":[0.00001056832,0.00005118351,0.9989587,0.000003833375,0.00001105836,0.0001884969,0.00004865574,0.0002055428,0.0001252193,0.000009812437,0.0003846496,0.000002283424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957211,0.00007992331,0.00009043699,0.00004032541,0.000005968989,0.00002707098,0.003150498,0.000007715772,0.0008769943],"genre_scores_gemma":[0.9957514,0.00003933717,0.0001682207,0.00002963817,0.00000972099,0.00003826747,0.003364793,0.000003529608,0.0005951095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01406724,"threshold_uncertainty_score":0.02797073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661302523414997,"score_gpt":0.3066937909120844,"score_spread":0.2900807656779344,"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."}}