{"id":"W3167722320","doi":"10.1200/jco.2021.39.15_suppl.7021","title":"Effect of geriatric assessment (GA) and genetic profiling on overall survival (OS) of older adults with acute myeloid leukemia (AML).","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Medicine; Internal medicine; Interim analysis; Oncology; Transplantation; Chemotherapy regimen; Myeloid leukemia; Comorbidity; Chemotherapy; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001906292,0.0004196415,0.0006227487,0.0002643344,0.0002715251,0.0005381323,0.0002453253,0.000456252,0.0007913249],"category_scores_gemma":[0.004261133,0.0001211783,0.001515019,0.0003102707,0.0002352354,0.0004808749,0.0006657788,0.0007739677,0.000142784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004049421,"about_ca_system_score_gemma":0.0006212584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115068,"about_ca_topic_score_gemma":0.002760623,"domain_scores_codex":[0.9991855,0.0004045033,0.0000778144,0.0001271081,0.0001014111,0.0001037857],"domain_scores_gemma":[0.9984509,0.0003823458,0.0004755451,0.0001315991,0.0001039902,0.0004556266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.17375,0.004304816,0.5644923,0.0003666443,0.004700799,0.000159804,0.0001540569,0.002251927,0.002618377,0.0002694398,0.002974746,0.2439571],"study_design_scores_gemma":[0.005446684,0.0569566,0.9280536,0.00009042376,0.003004305,0.0001895326,0.0001087673,0.002586687,0.0006397983,0.0004761539,0.002407888,0.00003958142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962404,0.001861647,0.0001398614,0.0004215019,0.00007846501,0.00006655563,0.0002728645,0.00001095344,0.0009077966],"genre_scores_gemma":[0.9983947,0.0004165509,0.0001921622,0.0003092518,0.00006985641,0.00004398245,0.0003577609,0.000002673119,0.0002130014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001906292,"threshold_uncertainty_score":0.01008153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111878094498828,"score_gpt":0.4250858945521949,"score_spread":0.3939671136072066,"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."}}