{"id":"W2592525030","doi":"10.1158/1538-7445.sabcs16-p6-17-02","title":"Abstract P6-17-02: Evaluation of the impact of oncotype DX test results on systemic therapy in breast cancer patients at the BC cancer agency (BCCA)","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Concordance; Breast cancer; Internal medicine; Cancer; Gynecology; Oncology; Hormone therapy","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":[0.00191209,0.0001235703,0.0002963846,0.0005584626,0.0003522618,0.0007370892,0.0003683713,0.0002176816,0.002595804],"category_scores_gemma":[0.007107134,0.0001189201,0.0004280772,0.0009840371,0.000274568,0.0003793685,0.0004553743,0.0004672381,0.0002938669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006454272,"about_ca_system_score_gemma":0.000712447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004114935,"about_ca_topic_score_gemma":0.004934716,"domain_scores_codex":[0.9988652,0.0004704602,0.000144461,0.0001512731,0.0002715968,0.0000969667],"domain_scores_gemma":[0.9924268,0.002035701,0.003920322,0.0001559465,0.0008010696,0.000660239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006227978,0.00005994514,0.9952862,0.00002692725,0.00002753927,0.00004807246,0.00004828423,0.00006300809,0.0001031083,0.00001171843,0.0003056918,0.003396808],"study_design_scores_gemma":[0.0000167239,0.0006692601,0.998143,0.00001260744,0.00003408515,0.0002146009,0.0001581951,0.0001986989,0.0001933653,0.000006818082,0.0003495432,0.000003072189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974517,0.0003057192,0.00007699171,0.0000818999,0.00001006557,0.00004106573,0.0008572753,0.00000764512,0.001167514],"genre_scores_gemma":[0.9991028,0.00007706504,0.000150902,0.00002778642,0.00001092432,0.00002033869,0.0004143164,0.000003351018,0.000192504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9958851,"threshold_uncertainty_score":0.01011223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1717941408931377,"score_gpt":0.4837780664100055,"score_spread":0.3119839255168678,"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."}}