{"id":"W4386843507","doi":"10.1136/bmjopen-2023-071732","title":"Frequency of postoperative cognitive dysfunction after non-cardiac surgery and its impact on functional outcomes: protocol for a systematic review","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University; Impact","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Meta-analysis; Cognition; MEDLINE; Postoperative cognitive dysfunction; PsycINFO; Cardiac surgery; Physical therapy; Internal medicine; Psychiatry","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":[0.0685806,0.005913196,0.01933658,0.01156939,0.003788142,0.007699267,0.00435294,0.007238587,0.05763728],"category_scores_gemma":[0.1087824,0.005435353,0.02108604,0.0120535,0.005155065,0.008448076,0.005454487,0.007086708,0.006779473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384301,"about_ca_system_score_gemma":0.04248134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005795708,"about_ca_topic_score_gemma":0.01325,"domain_scores_codex":[0.957921,0.0165555,0.01542232,0.003353276,0.004975266,0.001772611],"domain_scores_gemma":[0.9398797,0.02444372,0.01524586,0.004805198,0.01366754,0.001958144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005820978,0.000218755,0.0006440118,0.9460022,0.00476606,0.0003744843,0.001247387,0.0009031977,0.0009829357,0.002640308,0.01943149,0.01696831],"study_design_scores_gemma":[0.04666797,0.002903143,0.009025768,0.7085587,0.0278114,0.0008194764,0.001989105,0.002051844,0.002397415,0.01286002,0.1840952,0.0008199557],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003643575,0.002649755,0.0009821117,0.0004250034,0.0003384489,0.9906707,0.004092934,0.00009804725,0.0003786927],"genre_scores_gemma":[0.0004444011,0.0009428876,0.001747053,0.0002021591,0.00002687063,0.9960931,0.0003565182,0.000008323806,0.000178634],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0685806,"threshold_uncertainty_score":0.3626932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1658350364160462,"score_gpt":0.4897535646018715,"score_spread":0.3239185281858253,"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."}}