{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07644773,0.000895384,0.003277157,0.0006326456,0.0009937627,0.002007844,0.001124652,0.001788598,0.003035116],"category_scores_gemma":[0.101914,0.0003565208,0.002330429,0.002002615,0.001705381,0.002408193,0.00160929,0.002250153,0.0003898732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473941,"about_ca_system_score_gemma":0.002339542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000676593,"about_ca_topic_score_gemma":0.001603218,"domain_scores_codex":[0.9354798,0.05815732,0.003249301,0.00155047,0.0009193139,0.0006437961],"domain_scores_gemma":[0.9339685,0.05083475,0.007204804,0.003171782,0.002174783,0.002645487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4898822,0.003068617,0.2936592,0.00585345,0.01485688,0.0002521085,0.001063564,0.00424651,0.001437239,0.008013665,0.005037411,0.1726291],"study_design_scores_gemma":[0.2461536,0.1799587,0.4420514,0.004149588,0.03722662,0.0007510327,0.00210547,0.01134097,0.003210704,0.04687798,0.02584619,0.0003278335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081692,0.04726654,0.01073376,0.01578541,0.001590501,0.004590335,0.002526531,0.000065158,0.009272643],"genre_scores_gemma":[0.9846634,0.002850412,0.003392513,0.002197102,0.0005781323,0.004679642,0.001048663,0.00002438379,0.0005658153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07644773,"threshold_uncertainty_score":0.404299,"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."}}