{"id":"W2594353641","doi":"10.1158/1538-7755.disp16-b47","title":"Abstract B47: Combating cancer with combination therapy in underserved populations","year":2017,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Hospital for Sick Children","funders":"","keywords":"Combination therapy; Medicine; Cancer; Cancer therapy; Metastasis; Drug; Pharmacology; Internal medicine","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":[0.0015469,0.0002926381,0.0003706874,0.0008353617,0.001001955,0.001681887,0.0006630471,0.0007668304,0.0361389],"category_scores_gemma":[0.001958075,0.0001121014,0.0004404129,0.0007038178,0.0004530551,0.0008934269,0.001745886,0.001177878,0.004728728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008384359,"about_ca_system_score_gemma":0.002541277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003212309,"about_ca_topic_score_gemma":0.004170987,"domain_scores_codex":[0.9994329,0.000209154,0.00002859005,0.00004480815,0.0002091237,0.00007543322],"domain_scores_gemma":[0.9991822,0.0001414973,0.0001019142,0.00004745446,0.0002591787,0.0002677417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003868615,0.000519762,0.006749356,0.001097005,0.0000630458,0.0007584145,0.0005879326,0.000510272,0.002730624,0.01249831,0.3053686,0.6687298],"study_design_scores_gemma":[0.0003487045,0.001828198,0.02342386,0.001233693,0.0001895955,0.003088654,0.002258191,0.001636074,0.003961291,0.01207713,0.949903,0.00005177497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1402591,0.08766523,0.01914093,0.2262942,0.0112542,0.001699741,0.001925343,0.001181289,0.5105799],"genre_scores_gemma":[0.5939031,0.1372766,0.02647373,0.03800587,0.007423894,0.001245082,0.002235703,0.0003119032,0.1931241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0361389,"threshold_uncertainty_score":0.1208966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.206353512691251,"score_gpt":0.4524718444106933,"score_spread":0.2461183317194423,"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."}}