{"id":"W2728404809","doi":"10.1007/s00134-017-4867-0","title":"The impact of frailty on intensive care unit outcomes: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":862,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McMaster University; University of Alberta; Kingston General Hospital; Queen's University","funders":"Canadian Institutes of Health Research; Government of Canada; Canadian Frailty Network; Dalhousie University; Nova Scotia Health Research Foundation; Alzheimer Society; H. Lundbeck A/S; Pfizer; Dalhousie Medical Research Foundation; Pfizer Canada; Sanofi; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Meta-analysis; Observational study; Intensive care unit; MEDLINE; CINAHL; Emergency medicine; Systematic review; Relative risk; Anesthesiology; Cohort study; Intensive care medicine; Internal medicine; Psychological intervention; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0186541,0.002994891,0.02226333,0.008658041,0.0007334086,0.003589266,0.002508841,0.002209193,0.003023094],"category_scores_gemma":[0.03781638,0.001707357,0.03954367,0.009715195,0.0007775764,0.002163381,0.001785978,0.001902495,0.0002791127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003412768,"about_ca_system_score_gemma":0.004303748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007839505,"about_ca_topic_score_gemma":0.01721254,"domain_scores_codex":[0.9893635,0.004914274,0.003102506,0.001049424,0.001227453,0.0003428783],"domain_scores_gemma":[0.973821,0.01928534,0.003984071,0.0007496656,0.001857361,0.0003026019],"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":[0.001168886,0.00002155831,0.003325699,0.3848583,0.5998594,0.0001334056,0.00008706751,0.0005289057,0.0001423602,0.00009692615,0.000465473,0.009312057],"study_design_scores_gemma":[0.0003488424,0.0001397501,0.003502799,0.0287541,0.9656578,0.00009912414,0.0000368941,0.0002089257,0.00008640156,0.0001463321,0.0009966159,0.00002243024],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004311294,0.994023,0.0005165492,0.0001596863,0.00009541772,0.0002967819,0.0004013019,0.00002170209,0.0001741781],"genre_scores_gemma":[0.1479554,0.8455638,0.002776885,0.0007508362,0.0002458163,0.00160463,0.0007906178,0.00003203178,0.0002799832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02226333,"threshold_uncertainty_score":0.09865344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2722813131764767,"score_gpt":0.4811465635294969,"score_spread":0.2088652503530202,"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."}}