{"id":"W4402123481","doi":"10.4103/0019-5049.340793","title":"Abstract No.: ABS3618: Implication Of Pre Operative Frailty In Risk Assessment Of Post Operative DeliriumIn Elderly Indian Patients Undergoing Non-Cardiac Surgery","year":2022,"lang":"en","type":"article","venue":"Indian Journal of Anaesthesia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac surgery; General surgery; Surgery","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":[0.0006598164,0.00029779,0.0003569063,0.0005871223,0.0004039162,0.0006097845,0.0003425081,0.000547197,0.05801779],"category_scores_gemma":[0.002107204,0.000114506,0.0002797193,0.000577158,0.0001641437,0.0003556181,0.0003724667,0.0005333511,0.009354622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002619028,"about_ca_system_score_gemma":0.0007138746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885057,"about_ca_topic_score_gemma":0.002119401,"domain_scores_codex":[0.9997681,0.00006884961,0.00004399836,0.00002871686,0.00006030271,0.00003002494],"domain_scores_gemma":[0.9983866,0.0002844621,0.0003877298,0.00006930727,0.0004289384,0.0004429162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008273642,0.002402049,0.7352235,0.002116785,0.0001921672,0.001638643,0.0003355531,0.0002089419,0.003258602,0.0003262131,0.1280258,0.1179979],"study_design_scores_gemma":[0.0005934539,0.003116436,0.9679882,0.0009059962,0.0001772846,0.002311719,0.0004385675,0.0004534163,0.0009084903,0.0003378062,0.02272746,0.00004111717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101656,0.007855726,0.0004130715,0.009757706,0.002700355,0.0009668414,0.02707524,0.0001776438,0.04088778],"genre_scores_gemma":[0.9364395,0.005733911,0.001433144,0.001870097,0.002787159,0.0008717597,0.02387005,0.00005612849,0.02693817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05801779,"threshold_uncertainty_score":0.1940888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149584351638249,"score_gpt":0.2960469194162036,"score_spread":0.2845510758998211,"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."}}