{"id":"W4406271670","doi":"10.1186/s13613-025-01429-z","title":"Estimated prevalence of post-intensive care cognitive impairment at short-term and long-term follow-ups: a proportional meta-analysis of observational studies","year":2025,"lang":"en","type":"review","venue":"Annals of Intensive Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Medical Research Fund","keywords":"Medicine; Intensive care; Observational study; CINAHL; Anesthesiology; Cochrane Library; Meta-analysis; MEDLINE; Pediatrics; Confidence interval; Emergency medicine; Intensive care medicine; Psychiatry; Internal medicine; Psychological intervention","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":[0.0002684167,0.001201189,0.009832157,0.001966484,0.0001168914,0.00001258411,0.0003168343,0.0004789272,0.0002348472],"category_scores_gemma":[0.06733311,0.0009231517,0.006462032,0.001536391,0.001547164,0.0001346885,0.0006404851,0.0005274722,0.000003465389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612569,"about_ca_system_score_gemma":0.001379341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003600476,"about_ca_topic_score_gemma":0.00009400894,"domain_scores_codex":[0.9940228,0.0003806013,0.002567766,0.001268944,0.00122256,0.0005373286],"domain_scores_gemma":[0.5872244,0.001317819,0.001338324,0.0003795655,0.4096123,0.0001276001],"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":[0.001654609,0.0001930889,0.02792134,0.2922367,0.6467394,0.0005469571,0.01205525,0.000003182259,0.00005586973,0.00006955303,0.004670027,0.013854],"study_design_scores_gemma":[0.0009316481,0.002156793,0.03899967,0.06700375,0.7488778,0.0001039904,0.1392663,0.00000229978,0.001679815,0.000006686957,0.0001101407,0.0008611533],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02653112,0.9502687,0.00001194928,0.0008588388,0.0001803039,0.004094974,0.01792056,0.00003026077,0.0001032761],"genre_scores_gemma":[0.04317734,0.928206,0.00005449901,0.01441217,0.00003330705,0.0005179795,0.01314089,0.00008529911,0.0003725292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4083898,"threshold_uncertainty_score":0.9993219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2985275134210902,"score_gpt":0.4686408496649782,"score_spread":0.170113336243888,"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."}}