{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015007,0.0002617166,0.000586893,0.0001706977,0.0003723211,0.00001938848,0.0001996292,0.0002084865,0.0003357065],"category_scores_gemma":[0.0002184824,0.0002209268,0.000129724,0.0001186173,0.0003659573,0.0004313538,0.00003530844,0.0002840137,0.00000679449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005659063,"about_ca_system_score_gemma":0.0002377238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00380364,"about_ca_topic_score_gemma":0.006804661,"domain_scores_codex":[0.9980752,0.0002231664,0.000594508,0.0005140422,0.0001451939,0.0004478828],"domain_scores_gemma":[0.9980707,0.0001805297,0.0008903819,0.000592693,0.0001529993,0.0001127447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001111159,0.0001428456,0.8384174,0.00005799572,0.0002901026,0.000006227642,0.00009414299,0.000253404,0.00181527,0.0008680737,0.0001280282,0.1568154],"study_design_scores_gemma":[0.005446892,0.0002182122,0.9795047,0.0008920843,0.00006743761,0.000008717387,0.0001177521,0.0006138025,0.0003362708,0.01191716,0.0006504975,0.0002264717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693766,0.006710498,0.002732058,0.01872919,0.0006898266,0.001147956,0.00001449267,0.00009615284,0.0005031837],"genre_scores_gemma":[0.9936864,0.001147308,0.003324114,0.000627848,0.0001492471,0.0005377003,0.000102755,0.00004241999,0.0003822159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1565889,"threshold_uncertainty_score":0.9009134,"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."}}