{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246405,0.0001053382,0.0001977835,0.00001927261,0.00007432698,0.00001555005,0.0002570191,0.00006158037,0.0000925012],"category_scores_gemma":[0.00003599311,0.0000847294,0.0001413874,0.00005489945,0.0001659616,0.000009220761,0.00007682718,0.0001146049,0.000001397186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002655105,"about_ca_system_score_gemma":0.0001857283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676275,"about_ca_topic_score_gemma":0.001844873,"domain_scores_codex":[0.9991912,0.00003308207,0.0002878295,0.0001400367,0.0001767176,0.0001711061],"domain_scores_gemma":[0.9991601,0.000009311788,0.00033342,0.0001538663,0.0002907212,0.00005256897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001887301,0.000484467,0.1406024,0.0001381677,0.001350839,0.0003325086,0.00229699,0.000006191668,0.1059274,0.00001681923,0.02395509,0.7230018],"study_design_scores_gemma":[0.001597386,0.0005296156,0.4522528,0.0007318402,0.0002519801,0.001529361,0.0003522428,0.000002316167,0.5250746,0.00007874138,0.01736057,0.0002385497],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725374,0.02607524,0.00006057926,0.0002219875,0.0004029351,0.00007754227,0.00008124518,0.00000176046,0.0005413183],"genre_scores_gemma":[0.9899388,0.008875842,0.0003267976,0.000371374,0.0002630039,0.00001202959,0.000001575891,0.00001346808,0.0001971342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7227632,"threshold_uncertainty_score":0.3455165,"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."}}