{"id":"W3213136165","doi":"10.1182/blood-2021-152612","title":"Fitness Assessment of Elderly Patients with AML and Outcomes","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital; Juravinski Cancer Centre; McMaster University","funders":"","keywords":"Medicine; Proportional hazards model; Cohort; Retrospective cohort study; Performance status; Internal medicine; Cancer; Physical therapy","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":[0.0006173372,0.000145382,0.0003450301,0.0007682072,0.000219399,0.0003630086,0.0001569413,0.0002013625,0.001246688],"category_scores_gemma":[0.001970998,0.00008573363,0.0002881451,0.0007146169,0.0001184961,0.0002309617,0.0002993274,0.0002385183,0.0002110335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140777,"about_ca_system_score_gemma":0.0001826431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721675,"about_ca_topic_score_gemma":0.002627383,"domain_scores_codex":[0.9997444,0.00006772824,0.00005552137,0.00004737017,0.00004790333,0.00003708435],"domain_scores_gemma":[0.9990786,0.000153986,0.0004708921,0.00003528122,0.0001571882,0.0001039902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006655921,0.0000159153,0.9979286,0.00001642309,0.00001965124,0.0000494694,0.00002172646,0.00001748039,0.00004318684,0.000003396746,0.00004976049,0.001767812],"study_design_scores_gemma":[0.000004146174,0.0001021549,0.9993443,0.0000134143,0.00002281122,0.0002025003,0.00005536657,0.00006874486,0.00003497705,0.000007341299,0.0001421752,0.000002026363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982029,0.0009101008,0.00004993934,0.00003462174,0.00000553557,0.000009163504,0.000424189,0.000002023666,0.0003614911],"genre_scores_gemma":[0.9993544,0.0002057327,0.00004289811,0.00001573479,0.000005714906,0.000006939533,0.0002867714,4.571255e-7,0.00008133964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001721675,"threshold_uncertainty_score":0.004170597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154909382466657,"score_gpt":0.299261960830588,"score_spread":0.2877128670059215,"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."}}