{"id":"W2588013730","doi":"10.1200/jco.2015.33.28_suppl.55","title":"The association of clinical-pathologic factors and Oncotype Dx recurrence score (RS) in the outcome of early stage breast cancer.","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Breast cancer; Stage (stratigraphy); Internal medicine; Mastectomy; Context (archaeology); Cancer; Oncology; Incidence (geometry); Retrospective cohort study; BRCA mutation; Disease","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":[0.0008052341,0.0001782908,0.0001626959,0.0005411797,0.0002311622,0.0004138124,0.0002423881,0.0003476464,0.001579184],"category_scores_gemma":[0.002997629,0.0001121287,0.0002803531,0.0004210869,0.0002631839,0.0002682809,0.0002928313,0.000446843,0.0002601515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415995,"about_ca_system_score_gemma":0.0002611973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000925821,"about_ca_topic_score_gemma":0.001577361,"domain_scores_codex":[0.9996362,0.000109481,0.00004629662,0.00005054664,0.00007839165,0.00007907289],"domain_scores_gemma":[0.9972875,0.0007656526,0.001248094,0.00009923226,0.0001648202,0.000434717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001043807,0.00001220708,0.9990024,0.0000024787,0.00001419083,0.00003869806,0.000006784176,0.00002520697,0.00004700474,0.000005567987,0.00003778994,0.0007034303],"study_design_scores_gemma":[0.000004519236,0.000117528,0.9989404,0.000003260735,0.0000251784,0.0004815036,0.00003951132,0.0001925948,0.00006066707,0.00001799555,0.0001143383,0.00000248495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990337,0.0003687964,0.00004382823,0.00004521712,0.000005717759,0.000003241839,0.0001202055,0.000002125231,0.0003772674],"genre_scores_gemma":[0.9997655,0.00003965755,0.000016549,0.000007106519,0.000007966525,0.000002035085,0.0001001488,7.348046e-7,0.00006034697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001579184,"threshold_uncertainty_score":0.005282938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2226265295013898,"score_gpt":0.4972993864930111,"score_spread":0.2746728569916213,"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."}}