{"id":"W2889823387","doi":"10.1200/jco.2018.36.15_suppl.e22030","title":"The utility of a modified frailty index in predicting chemotherapy toxicity, response and survival for older patients (pts) with advanced pancreatic cancer receiving first-line palliative chemotherapy: A single institution experience.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; FOLFIRINOX; Internal medicine; Gemcitabine; Irinotecan; Oxaliplatin; Chemotherapy; Pancreatic cancer; Performance status; Cancer; Oncology; Surgery; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001137389,0.0002347,0.00025874,0.0004447086,0.0002167657,0.0004463171,0.0002136754,0.0001651727,0.0006997299],"category_scores_gemma":[0.003297123,0.0001411469,0.0002688063,0.0005110511,0.000179174,0.0002272547,0.0004208128,0.0003034339,0.000170372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005468936,"about_ca_system_score_gemma":0.0005682484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078235,"about_ca_topic_score_gemma":0.01629496,"domain_scores_codex":[0.9998103,0.00006769731,0.00002346589,0.00003248673,0.00004201991,0.00002402218],"domain_scores_gemma":[0.9987522,0.0002966282,0.0003975101,0.00006024219,0.0001927474,0.0003005378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001828968,0.000044642,0.9957222,0.000005622067,0.00001960885,0.00006279138,0.00009521301,0.00005103228,0.0001439004,0.000002788034,0.00007181067,0.003597598],"study_design_scores_gemma":[0.00002960756,0.0006894759,0.9974437,0.00001054056,0.00003241088,0.0004799379,0.0001868515,0.0008029832,0.0001210206,0.00001051616,0.0001882902,0.000004757043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995694,0.00009286023,0.0000662382,0.00001995188,0.000001797156,0.0000150229,0.00008521912,0.000001836503,0.0001477518],"genre_scores_gemma":[0.999418,0.00009066764,0.0002354396,0.00001854448,0.000004135335,0.00001077567,0.0001599908,0.000001075443,0.0000613461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01078235,"threshold_uncertainty_score":0.02143919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10637247261087,"score_gpt":0.4403967638603683,"score_spread":0.3340242912494983,"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."}}