{"id":"W2953710439","doi":"10.2147/cia.s201873","title":"&lt;p&gt;Prediction of chemotherapy adverse reactions and mortality in older patients with primary lung cancer through frailty index based on routine laboratory data&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sichuan University; National Natural Science Foundation of China; McMaster University","keywords":"Medicine; Internal medicine; Lung cancer; Frailty Index; Oncology; Chemotherapy; Index (typography); Adverse effect","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009794,0.0003744547,0.0003111381,0.0007740853,0.0002868959,0.0005495216,0.0002948801,0.0003315592,0.0007426753],"category_scores_gemma":[0.002972231,0.00017029,0.0005311516,0.0006040041,0.0001898153,0.0004016198,0.000511196,0.0004259414,0.0001356934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179749,"about_ca_system_score_gemma":0.0004618816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005761333,"about_ca_topic_score_gemma":0.006654517,"domain_scores_codex":[0.9997168,0.00006323573,0.00004456331,0.00005923825,0.00006088667,0.00005525189],"domain_scores_gemma":[0.9986584,0.0001540172,0.0006937792,0.00008322691,0.0001479557,0.0002624668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006661627,0.000009359475,0.998949,0.000003843789,0.00001970864,0.00001293379,0.000008988824,0.00003136998,0.00003953159,0.000003154068,0.00003723491,0.0008183481],"study_design_scores_gemma":[0.000009075522,0.00008736084,0.9990215,0.000005352332,0.00003127801,0.00005387481,0.00002420926,0.0006343783,0.00005123792,0.00001534789,0.00006362714,0.000002796974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993227,0.0001549927,0.00008791715,0.00003353631,0.000004729547,0.0000102415,0.000231185,0.000002111951,0.000152612],"genre_scores_gemma":[0.99955,0.00003574949,0.00007711955,0.00001210576,0.000007734193,0.000009005803,0.0002355404,4.679754e-7,0.0000722457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005761333,"threshold_uncertainty_score":0.0114556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05902214913470379,"score_gpt":0.3966113807158114,"score_spread":0.3375892315811077,"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."}}