{"id":"W7135163181","doi":"","title":"Diagnostic accuracy of the Montreal Cognitive Assessment in screening for cognitive impairment in initially hospitalized COVID-19 patients: Findings from the prospective multicenter NeNeSCo study","year":2025,"lang":"en","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognitive impairment; Cognition; Cutoff; Neuropsychology; Memory clinic; Neuropsychological assessment; Neuropsychological testing; Memory impairment","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003411607,0.0004208642,0.000676548,0.0007987374,0.0005306873,0.00003143114,0.0005278347,0.0002212034,0.0000283388],"category_scores_gemma":[0.007596917,0.0003704114,0.0003596599,0.001644419,0.0005421119,0.0003374018,0.0005252418,0.00072147,0.000001225555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002051857,"about_ca_system_score_gemma":0.001192423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008321906,"about_ca_topic_score_gemma":0.002982097,"domain_scores_codex":[0.9968486,0.0009223643,0.0004533913,0.0008410665,0.000464859,0.0004697381],"domain_scores_gemma":[0.9884573,0.007370447,0.0004129932,0.0003597547,0.003224776,0.0001747936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006840546,0.002733601,0.9786926,0.00007211725,0.0008658944,0.0007642386,0.008716703,0.00001960104,0.00005170485,0.000113765,0.0003454119,0.0007838418],"study_design_scores_gemma":[0.0306571,0.0007732338,0.7854553,0.001424512,0.001238367,0.000002556275,0.1794182,0.00009677499,0.0004850901,0.0000491832,0.000130276,0.0002694255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797682,0.0000302874,0.001545319,0.0008601631,0.0003092315,0.008198493,0.0003971602,0.00005489802,0.008836303],"genre_scores_gemma":[0.9968868,0.00003245066,0.0001026181,0.001327885,0.00002253393,0.00001365868,0.0001336938,0.0000238796,0.001456487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1932373,"threshold_uncertainty_score":0.9998748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179671223306659,"score_gpt":0.2726576451745142,"score_spread":0.2608609329414476,"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."}}