{"id":"W2223393519","doi":"10.3390/geriatrics1010004","title":"Cognitive Impairment in Hospitalized Seniors","year":2016,"lang":"en","type":"review","venue":"Geriatrics","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Delirium; Dementia; Cognition; Cognitive impairment; Psychological intervention; Adverse effect; Psychiatry; Gerontology; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002946713,0.0006410846,0.00238459,0.001035295,0.00003754452,0.00002100405,0.0001415814,0.0005469542,0.0004091585],"category_scores_gemma":[0.004645645,0.0004557512,0.0009014971,0.0009709733,0.0001209723,0.00005359933,0.0001222141,0.0005767004,0.001021674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005694692,"about_ca_system_score_gemma":0.0009005003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001476459,"about_ca_topic_score_gemma":0.000002300805,"domain_scores_codex":[0.9972993,0.0002209041,0.0008197656,0.0006542612,0.0003963757,0.0006094175],"domain_scores_gemma":[0.9955374,0.0004969091,0.0003964763,0.0003306808,0.003043783,0.0001947707],"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":[0.0001192971,0.0001819633,0.0001139492,0.009929017,0.0003438808,0.0007680143,0.0001391405,3.485692e-9,1.876556e-7,0.00003686418,0.00650742,0.9818603],"study_design_scores_gemma":[0.002952119,0.0003920449,0.0002182124,0.0384127,0.001872488,0.0001632692,0.0004259615,2.286569e-7,0.000001257525,0.00004388428,0.9548689,0.0006489368],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001198105,0.9902949,0.00007932528,0.0001555911,0.0007744115,0.003159533,0.0003065067,0.00008137185,0.005028495],"genre_scores_gemma":[0.0000400526,0.99611,0.00007075729,0.001381471,0.0003198342,0.0002880901,0.0005054907,0.000142095,0.001142218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9812113,"threshold_uncertainty_score":0.9997894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190303577854033,"score_gpt":0.3325616879239876,"score_spread":0.3106586521454473,"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."}}