{"id":"W2757511999","doi":"10.1016/j.breast.2016.10.001","title":"3rd ESO–ESMO international consensus guidelines for Advanced Breast Cancer (ABC 3)","year":2016,"lang":"en","type":"article","venue":"The Breast","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Metastatic breast cancer; Overall survival; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001078327,0.0001349231,0.0001818992,0.00003949988,0.0000752797,0.000006995851,0.0001263934,0.00004307817,0.001579048],"category_scores_gemma":[0.00003237129,0.00006656247,0.000102301,0.00005539328,0.0001267825,0.00003304771,0.00003469087,0.00004873823,0.00005708786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389845,"about_ca_system_score_gemma":0.0001338684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001935442,"about_ca_topic_score_gemma":0.0001255832,"domain_scores_codex":[0.9992326,0.0000180476,0.0002058635,0.000193609,0.0001345538,0.0002152633],"domain_scores_gemma":[0.9990577,0.0001552583,0.00008188152,0.0001784327,0.0004454518,0.00008128181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008039902,0.0002893104,0.02011164,0.00003337215,0.0008071596,0.00002434392,0.0001217593,0.00002127516,0.05377517,0.0008907267,0.4190407,0.4968446],"study_design_scores_gemma":[0.03594721,0.0004353822,0.1586713,0.000632483,0.001100365,0.005780329,0.0002155638,0.0005015818,0.01059939,0.001733416,0.7838138,0.0005691349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2987568,0.0009694364,0.0002925665,0.6892015,0.002715227,0.001061266,0.002385454,0.0001466322,0.004471038],"genre_scores_gemma":[0.9685898,0.0003143483,0.0004662992,0.004248355,0.002236447,0.0002802768,0.00003510194,0.00003159269,0.02379781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6849532,"threshold_uncertainty_score":0.9993336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06115132011510013,"score_gpt":0.4105232518954167,"score_spread":0.3493719317803166,"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."}}