{"id":"W2051989799","doi":"10.3816/cbc.2009.n.005","title":"Survival Outcomes for Patients with Metastatic Triple-Negative Breast Cancer: Implications for Clinical Practice and Trial Design","year":2009,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":472,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Credit Valley Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Breast cancer; Chemotherapy; Internal medicine; Metastatic breast cancer; Clinical trial; Surgery; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008500701,0.000384606,0.0008395971,0.00003354559,0.0002559328,0.00004637576,0.0002202165,0.0001921433,0.00001282448],"category_scores_gemma":[0.001307618,0.0002821434,0.0003419436,0.0001254849,0.0003376955,0.00003169086,0.00006346835,0.0001616377,0.000001307466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007147051,"about_ca_system_score_gemma":0.000485701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001855,"about_ca_topic_score_gemma":0.0001220939,"domain_scores_codex":[0.9971588,0.0003125987,0.0009346899,0.0009553885,0.0001829601,0.0004555779],"domain_scores_gemma":[0.995421,0.002338636,0.0005763019,0.000439066,0.0009689052,0.0002561006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1950887,0.003580474,0.4719642,0.00003608465,0.00293328,7.931764e-7,0.0000406049,0.00002097098,0.00001384328,0.0002424065,0.0104717,0.3156069],"study_design_scores_gemma":[0.07449152,0.002750993,0.9158084,0.00003329515,0.001139157,0.000009086311,0.00004961176,0.00001335866,0.00001200211,0.0003949571,0.004922674,0.0003749558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.670224,0.004492697,0.06840879,0.1672158,0.007482688,0.03443499,0.04718538,0.0002586949,0.0002969758],"genre_scores_gemma":[0.9557607,0.003183746,0.02584155,0.005528061,0.002396172,0.006594284,0.0003679986,0.0001031396,0.0002243822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4438441,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08327100169660151,"score_gpt":0.4464181951761753,"score_spread":0.3631471934795738,"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."}}