{"id":"W2926136611","doi":"10.1093/ageing/afz036","title":"The Scottish Intercollegiate Guidelines Network: risk reduction and management of delirium","year":2019,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"Alzheimer’s Society; Health Sciences Centre Foundation; Alzheimer Society; Wellcome Trust; Dalhousie Medical Research Foundation","keywords":"Delirium; Dementia; Medicine; Context (archaeology); Guideline; Distress; Psychiatry; Cognition; Health care; Intensive care medicine; Clinical psychology; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000205946,0.00007280963,0.0001249527,0.00002911331,0.00008909384,0.00001808141,0.00002702003,0.00002639224,0.000008153554],"category_scores_gemma":[0.0002367901,0.00005102044,0.00003287424,0.00007992605,0.00007072171,0.00004226242,0.00006613487,0.00008877993,0.000003596314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000716162,"about_ca_system_score_gemma":0.000005188378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007402178,"about_ca_topic_score_gemma":0.00001813529,"domain_scores_codex":[0.9994587,0.00002843104,0.000169393,0.0001343124,0.0000792777,0.0001298998],"domain_scores_gemma":[0.9986176,0.00004076475,0.00007082862,0.000107286,0.001137085,0.00002641473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006485503,0.00004311582,0.01252201,0.0007833189,0.001048882,0.002393792,0.001431634,0.0000932094,0.005524748,0.001768927,0.08825571,0.8854861],"study_design_scores_gemma":[0.01052408,0.001676006,0.6456368,0.01189602,0.0022801,0.0004661997,0.1303357,0.004211629,0.002529938,0.005359887,0.1840339,0.001049762],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880878,0.002771509,0.0004262001,0.001649451,0.000310616,0.0003848503,0.000001582184,0.00001434114,0.006353698],"genre_scores_gemma":[0.9877262,0.007608544,0.0006203927,0.001921702,0.00009631626,0.000005678633,0.000005668483,0.00001087796,0.002004593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8844363,"threshold_uncertainty_score":0.2080553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667128767024706,"score_gpt":0.2764268187891413,"score_spread":0.2597555311188943,"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."}}