{"id":"W4311436655","doi":"10.56028/aetr.3.1.395","title":"Risk factors for delirium during anesthesia recovery: A meta-analysis","year":2022,"lang":"en","type":"article","venue":"Advances in Engineering Technology Research","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delirium; Meta-analysis; Medicine; Body mass index; Risk factor; Anesthesia; Intensive care medicine; Internal medicine","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":[0.01174916,0.003165073,0.01400972,0.00594726,0.0007459436,0.003493335,0.001856554,0.002197422,0.002642035],"category_scores_gemma":[0.02506822,0.001579089,0.06791752,0.005466827,0.0005578325,0.001398433,0.001501285,0.002091839,0.0002698167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828215,"about_ca_system_score_gemma":0.002385594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005536325,"about_ca_topic_score_gemma":0.008466489,"domain_scores_codex":[0.9930989,0.00328309,0.001771918,0.0008722978,0.0006692127,0.0003045598],"domain_scores_gemma":[0.9858966,0.009914381,0.002251198,0.0006828679,0.001017466,0.000237417],"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":[0.003019752,0.00004037604,0.01106097,0.08443671,0.8932312,0.0001456976,0.00004743633,0.0008380337,0.0002392232,0.00007667684,0.000321937,0.006542068],"study_design_scores_gemma":[0.0003660771,0.0001843986,0.004650226,0.004911212,0.988869,0.00007754477,0.00002007297,0.0002713021,0.00008477923,0.00008961844,0.000459196,0.00001657488],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01723046,0.9801281,0.001050336,0.0002668068,0.0002374333,0.0002200725,0.000555306,0.00004317923,0.0002682552],"genre_scores_gemma":[0.4105498,0.581725,0.003901403,0.0006853907,0.0004772567,0.0009532057,0.001253877,0.00004685403,0.0004072157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01400972,"threshold_uncertainty_score":0.06213623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884752981963391,"score_gpt":0.3520878848140482,"score_spread":0.3132403549944143,"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."}}