{"id":"W2008511767","doi":"10.1038/bjc.2011.402","title":"Ki 67 is a major, but not the sole determinant of Oncotype Dx recurrence score","year":2011,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Ki-67; Internal medicine; Oncology; Breast cancer; Adjuvant chemotherapy; Chemotherapy; Gynecology; Lymph node; Cancer; Immunohistochemistry","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":[0.0007652766,0.0001851897,0.0002348687,0.0004929646,0.0001433263,0.0003859083,0.0001956109,0.0002082148,0.002551234],"category_scores_gemma":[0.003014548,0.0001253923,0.0001858531,0.0004350361,0.0002357176,0.0001538084,0.0002745795,0.00028502,0.0003609023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600681,"about_ca_system_score_gemma":0.0001830572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009211365,"about_ca_topic_score_gemma":0.001344363,"domain_scores_codex":[0.9995974,0.0001452699,0.00004156284,0.00005738747,0.00009991721,0.00005837559],"domain_scores_gemma":[0.9975868,0.000997884,0.0008932426,0.0001045522,0.0002086184,0.0002089673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002970141,0.00001383588,0.9920352,0.00001932102,0.00005656527,0.00007654106,0.00002562306,0.00005881616,0.001774529,0.0000258064,0.00007979029,0.005536935],"study_design_scores_gemma":[0.00000451732,0.0001266657,0.9975196,0.000006528638,0.00007908709,0.0009079811,0.00005094587,0.0001419849,0.0008211453,0.00003846036,0.0003008031,0.000002345735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970029,0.001411765,0.0002978797,0.00009448097,0.000007183069,0.000005016614,0.00006223609,0.000004894169,0.001113667],"genre_scores_gemma":[0.9995987,0.0001342206,0.00005674429,0.00000903999,0.000006901269,0.00000201237,0.00004771986,0.000001318027,0.0001433419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002551234,"threshold_uncertainty_score":0.008534729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659521530020833,"score_gpt":0.2732768255567161,"score_spread":0.2466816102565077,"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."}}