{"id":"W4417503238","doi":"10.1038/s41598-025-32872-4","title":"Trajectories of post-discharge cognitive function and associated risk factors in ICU survivors: a secondary analysis","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Cognition; Rehabilitation; Intensive care unit; Cognitive impairment; Cohort study; Cohort; Prospective cohort study; Cognitive rehabilitation therapy; Montreal Cognitive Assessment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089924,0.000501073,0.0006696386,0.001473485,0.0005189837,0.0005928085,0.0005381554,0.0004097176,0.001551594],"category_scores_gemma":[0.002422302,0.0002639944,0.001484781,0.001562163,0.0001678058,0.0004315435,0.0009310055,0.0007495257,0.0002807916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004224825,"about_ca_system_score_gemma":0.0007907727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007422486,"about_ca_topic_score_gemma":0.009237672,"domain_scores_codex":[0.9994134,0.0001444041,0.0001031764,0.0001241472,0.00008937893,0.000125547],"domain_scores_gemma":[0.9987923,0.0001823083,0.0003822172,0.000170617,0.0002962539,0.0001763424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006827827,0.0001934816,0.995832,0.00007808595,0.0003548363,0.00009959647,0.0001543231,0.00008434252,0.0002412193,0.00002584072,0.0003349369,0.001918539],"study_design_scores_gemma":[0.00004450643,0.0003862611,0.998153,0.00002022351,0.0001541337,0.0001011884,0.0003067837,0.0004874833,0.00007606462,0.00002717763,0.0002360122,0.000007160955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977533,0.0001157897,0.0001829794,0.00002025192,0.000005154646,0.00009401779,0.001661056,0.00000468614,0.0001626986],"genre_scores_gemma":[0.9955421,0.00007834394,0.0002450057,0.00003849916,0.00001032535,0.0002708004,0.003549428,0.000004445803,0.0002609918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007422486,"threshold_uncertainty_score":0.01475853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008412016225927355,"score_gpt":0.2552759700301334,"score_spread":0.246863953804206,"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."}}