{"id":"W4406182980","doi":"10.1016/j.jocn.2025.111035","title":"The global research trends in perioperative cognitive function protection for preventing postoperative delirium: A bibliometric analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Neuroscience","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Space Agency; Chinese Stomatological Association; Chongqing Medical University","keywords":"Medicine; Delirium; Perioperative; Cognition; Postoperative cognitive dysfunction; Emergence delirium; Intensive care medicine; Psychiatry; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","research_integrity"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.009987189,0.0003228139,0.002335908,0.04655791,0.0004882788,0.0002287512,0.0004195145,0.0003262236,0.00001158356],"category_scores_gemma":[0.279298,0.0001914592,0.002193401,0.213741,0.000806507,0.0002615008,0.0001513348,0.002470936,0.000002336923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341208,"about_ca_system_score_gemma":0.002400655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001316417,"about_ca_topic_score_gemma":0.00006787568,"domain_scores_codex":[0.9922674,0.002866745,0.002617108,0.0006916038,0.001038685,0.0005184583],"domain_scores_gemma":[0.937114,0.01126949,0.001920748,0.000335885,0.04907387,0.0002860024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008373735,0.0002545143,0.0004925114,0.0005256612,0.0003985674,0.00004724564,0.00002630627,0.000003402412,0.000001648364,0.00004038748,0.0003562389,0.9970161],"study_design_scores_gemma":[0.007920841,0.02824247,0.09668943,0.0455068,0.0295235,0.0005685743,0.005794135,0.001659771,0.000009301344,0.0002961566,0.7827908,0.0009981551],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001101342,0.9811602,0.008226038,0.002195553,0.002220071,0.003447418,0.0001105244,0.00001282126,0.001526014],"genre_scores_gemma":[0.006423846,0.9895499,0.00007069406,0.002339204,0.0002684032,0.0001803503,0.0000155389,0.00001916017,0.001132852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.996018,"threshold_uncertainty_score":0.9998304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3211093891319939,"score_gpt":0.578475548685001,"score_spread":0.2573661595530071,"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."}}