{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01460144,0.001726522,0.002147824,0.007290609,0.001400052,0.00303669,0.004297445,0.006896336,0.006955932],"category_scores_gemma":[0.02895569,0.0008121015,0.005680787,0.003357295,0.001179872,0.001499759,0.004482025,0.005657992,0.005623931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004253757,"about_ca_system_score_gemma":0.0143344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01329037,"about_ca_topic_score_gemma":0.02321098,"domain_scores_codex":[0.9881931,0.00386585,0.00289529,0.0003782802,0.00375324,0.0009141579],"domain_scores_gemma":[0.9816684,0.004212653,0.003146357,0.0005605229,0.0092352,0.001176923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002911409,0.0001807059,0.003258651,0.007608664,0.0003536437,0.0004283644,0.0002292451,0.001513088,0.0008736089,0.007434157,0.6500341,0.3277946],"study_design_scores_gemma":[0.0001932126,0.0001107259,0.004634144,0.02014345,0.0005841797,0.001065076,0.0002003999,0.0005508293,0.0007067708,0.004655419,0.9670987,0.00005711935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.006348125,0.4791287,0.04486386,0.2663779,0.03757863,0.004548012,0.01729731,0.001444627,0.1424129],"genre_scores_gemma":[0.04731437,0.3982437,0.2547043,0.130546,0.01554128,0.01243445,0.05387093,0.0009311605,0.08641389],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01460144,"threshold_uncertainty_score":0.07722074,"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."}}