{"id":"W6958798559","doi":"10.6084/m9.figshare.c.6900449","title":"The impact of preoperative malnutrition on postoperative delirium: a systematic review and meta-analysis","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malnutrition; Delirium; Prospective cohort study; Odds ratio; Meta-analysis; Cohort; Cohort study; Cochrane Library; Confidence interval","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":[0.01140286,0.002680292,0.01779296,0.007140963,0.0007467192,0.003233081,0.002210584,0.002077599,0.002957357],"category_scores_gemma":[0.02887447,0.001520699,0.03548023,0.007334451,0.0007017275,0.001734723,0.001573055,0.001827844,0.0002360827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002317733,"about_ca_system_score_gemma":0.004082769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00732132,"about_ca_topic_score_gemma":0.01424985,"domain_scores_codex":[0.991788,0.003445641,0.002742238,0.0008105331,0.0009055785,0.0003080902],"domain_scores_gemma":[0.9797403,0.01462692,0.003255318,0.000501333,0.001616694,0.0002594725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00154846,0.00004078394,0.006558547,0.4443786,0.5354695,0.0001586073,0.00007779118,0.0005442399,0.000161287,0.0001091821,0.0004667582,0.01048619],"study_design_scores_gemma":[0.0003857221,0.000192847,0.005239963,0.02987336,0.962714,0.0001078577,0.00004409188,0.000212848,0.00009118199,0.0001314484,0.0009826134,0.00002401293],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005688922,0.9929085,0.0003585725,0.0001527233,0.00009920138,0.000208502,0.0004106133,0.00001445906,0.0001585544],"genre_scores_gemma":[0.1808157,0.8145903,0.001719386,0.000656314,0.0002591813,0.001011295,0.0007385402,0.00001817471,0.0001910589],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01779296,"threshold_uncertainty_score":0.06030482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12485615161602,"score_gpt":0.344846027851716,"score_spread":0.219989876235696,"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."}}