{"id":"W2802683939","doi":"10.1016/j.amjsurg.2018.04.006","title":"Review of risk assessment tools to predict morbidity and mortality in elderly surgical patients","year":2018,"lang":"en","type":"review","venue":"The American Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Risk assessment; MEDLINE; Psychological intervention; Intensive care medicine; Risk management tools; Surgical procedures; Informed consent; Emergency medicine; Surgery; Pathology; Alternative medicine; Computer science","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":[0.002958242,0.001475217,0.00407615,0.005495291,0.0003646349,0.002106164,0.002087016,0.001377819,0.002978473],"category_scores_gemma":[0.01256333,0.0005488343,0.003814438,0.005069292,0.0005092417,0.001669566,0.001092119,0.00188505,0.0004571187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008179508,"about_ca_system_score_gemma":0.003384277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004879273,"about_ca_topic_score_gemma":0.008286734,"domain_scores_codex":[0.9983829,0.0003302151,0.0006308956,0.0002154359,0.0003819533,0.00005864467],"domain_scores_gemma":[0.9932366,0.004859783,0.0009592937,0.00007822939,0.0007762709,0.00008986965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000283257,0.0001422735,0.004090841,0.1885799,0.004284492,0.0001520018,0.0001570948,0.0005078509,0.0001849356,0.00104783,0.02128572,0.7792839],"study_design_scores_gemma":[0.0005863725,0.0007612549,0.03212912,0.4634108,0.04409528,0.002894493,0.0007354509,0.001448781,0.0007535414,0.004216265,0.448568,0.0004006042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001384718,0.9992929,0.00009094534,0.0001494802,0.0001021279,0.00001239948,0.00007618127,0.000003593354,0.0001338753],"genre_scores_gemma":[0.001521265,0.9972994,0.0004442254,0.0003635953,0.0001751983,0.0000265273,0.000102237,0.000001839827,0.00006571609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005495291,"threshold_uncertainty_score":0.01564485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09750974593872819,"score_gpt":0.3974114147723209,"score_spread":0.2999016688335928,"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."}}