{"id":"W3127653754","doi":"10.32391/ajtes.v5i1.176","title":"Management of Frailty and its Challenges in Geriatric Patients on General Abdominal Anesthesia.","year":2021,"lang":"en","type":"article","venue":"Albanian Journal of Trauma and Emergency Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Delirium; Frailty Index; Geriatrics; American society of anesthesiologists; Intensive care medicine; Gerontology; Surgery; Psychiatry","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":[0.0004705328,0.0003236413,0.0003426136,0.0004348845,0.0008467403,0.0007609918,0.0004036847,0.001495306,0.009116406],"category_scores_gemma":[0.002930929,0.0001092933,0.0003490234,0.0003608906,0.0004376975,0.001496226,0.001227096,0.002583926,0.001886134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007305079,"about_ca_system_score_gemma":0.001091408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925606,"about_ca_topic_score_gemma":0.005242675,"domain_scores_codex":[0.999779,0.00005289781,0.00003391987,0.00002560172,0.00006477843,0.00004360855],"domain_scores_gemma":[0.9994923,0.00009552203,0.00008282359,0.000009176242,0.0001616905,0.0001584526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001279447,0.0001620569,0.02076834,0.002060813,0.00002845941,0.00348598,0.001546701,0.0001335558,0.0005465185,0.001692607,0.5548861,0.4145609],"study_design_scores_gemma":[0.00008141971,0.0009076952,0.1131882,0.01610748,0.00008494301,0.03408283,0.005272539,0.0004253319,0.0004662012,0.008242453,0.8209784,0.0001625503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04611022,0.4305844,0.002660983,0.4240228,0.03777374,0.0003418875,0.001190105,0.0003778673,0.056938],"genre_scores_gemma":[0.2428272,0.4390315,0.007619643,0.2197219,0.04091134,0.000546018,0.002122644,0.0001271849,0.04709259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009116406,"threshold_uncertainty_score":0.03049743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05280609892572413,"score_gpt":0.2763968743920416,"score_spread":0.2235907754663175,"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."}}