{"id":"W4406932392","doi":"10.1007/s40520-024-02909-1","title":"The association between preoperative lacunar infarcts and postoperative delirium in elderly patients undergoing major abdominal surgery: a prospective cohort study","year":2025,"lang":"en","type":"review","venue":"Aging Clinical and Experimental Research","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sichuan Province Science and Technology Support Program","keywords":"Medicine; Delirium; Prospective cohort study; Incidence (geometry); Elective surgery; Surgery; Quartile; Cohort; Cohort study; Montreal Cognitive Assessment; Internal medicine; Dementia; Confidence interval; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004841115,0.0004051903,0.001871025,0.0004253573,0.0005998276,0.0002005914,0.0001459768,0.0003147361,0.000008606402],"category_scores_gemma":[0.03668993,0.000273313,0.0002411765,0.0006557432,0.0005558947,0.0001291756,0.0005143253,0.002007308,0.00001291582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007238181,"about_ca_system_score_gemma":0.001051606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002926733,"about_ca_topic_score_gemma":0.0002337284,"domain_scores_codex":[0.9933968,0.003024515,0.001111693,0.0009385796,0.0009007159,0.0006277005],"domain_scores_gemma":[0.9740607,0.02035653,0.0002219926,0.0002463205,0.004915101,0.0001993528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002284798,0.0004734303,0.9066438,0.0006620073,0.0009768951,0.00003521052,0.001078285,5.404503e-9,2.2951e-7,0.00002230977,0.0008849272,0.08899441],"study_design_scores_gemma":[0.007208036,0.006651497,0.9007122,0.0250384,0.001284525,0.000008191448,0.04338686,0.000005553058,0.00003268112,0.00008288579,0.01485931,0.0007298765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3247066,0.6636039,0.000001008583,0.0009224003,0.0002053051,0.008948104,0.00004405042,0.00002198806,0.001546658],"genre_scores_gemma":[0.2945199,0.7025997,0.00001301013,0.000512509,0.0001254589,0.001002316,0.0001478914,0.00004606134,0.001033149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08826454,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08124691313932131,"score_gpt":0.476064812569436,"score_spread":0.3948178994301147,"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."}}