{"id":"W3033409548","doi":"10.1177/0269216320929545","title":"The occurrence and timing of delirium in acute care hospitalizations in the last year of life: A population-based retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Bruyère; Ottawa Hospital","funders":"","keywords":"Medicine; Delirium; Retrospective cohort study; Confidence interval; Population; Dementia; Palliative care; Cohort study; Pediatrics; Emergency medicine; Cohort; Acute care; Intensive care medicine; Internal medicine; Health care; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002820718,0.0001245291,0.0004064615,0.0001165885,0.00004900972,0.000003185504,0.0001004223,0.00003159594,0.00001609085],"category_scores_gemma":[0.01399158,0.00007358567,0.00003093951,0.0007940224,0.0002610002,0.00002493112,0.00002493418,0.0002227093,5.279566e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006684096,"about_ca_system_score_gemma":0.00009083079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003755889,"about_ca_topic_score_gemma":0.000508485,"domain_scores_codex":[0.9987298,0.0001647429,0.0003758599,0.0002083163,0.0003954522,0.0001258592],"domain_scores_gemma":[0.9957587,0.0005015546,0.0001776282,0.0001475568,0.003366662,0.00004788004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001419555,0.00005907033,0.9742569,0.00005887884,0.00007241974,0.000006884002,0.02492088,0.00001766916,0.00003306087,0.00008570729,0.0002710991,0.00007547656],"study_design_scores_gemma":[0.002072607,0.0009043495,0.8615541,0.0002616636,0.0001462578,1.410901e-7,0.1342882,0.000665693,0.00002678761,0.0000208172,0.00000633375,0.00005307417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907417,0.0004672796,0.00039706,0.006332322,0.00005619074,0.001560631,0.00005191498,0.000006979251,0.0003858965],"genre_scores_gemma":[0.9969851,0.0000548043,0.00003796404,0.002733085,0.00002657784,0.00005239813,0.0001002803,0.000008359313,0.000001430177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1127028,"threshold_uncertainty_score":0.994314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248041624198558,"score_gpt":0.3148186293837787,"score_spread":0.2923382131417931,"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."}}