{"id":"W2127757628","doi":"10.9740/mhc.n204525","title":"Treatment options for sundowning in patients with dementia","year":2014,"lang":"en","type":"article","venue":"Mental Health Clinician","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; Alberta Health Services; University of Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Donepezil; Dementia; Adverse effect; Psychological intervention; Melatonin; Delirium; Intensive care medicine; Psychiatry; Internal medicine; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0001939756,0.0001141368,0.0001910945,0.00008202503,0.0002550648,0.00001740209,0.00006656397,0.00003258554,0.00001680054],"category_scores_gemma":[0.00003914153,0.00009496498,0.00004454733,0.0001224803,0.00003927599,0.00007941935,0.00001356831,0.00006146279,0.00003967386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093184,"about_ca_system_score_gemma":0.0000726589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007057328,"about_ca_topic_score_gemma":0.0003657393,"domain_scores_codex":[0.9987313,0.00009914624,0.000323088,0.0003242365,0.0001244217,0.0003978804],"domain_scores_gemma":[0.9994075,0.000143458,0.0001224256,0.0001619252,0.000008979227,0.0001557541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004363026,0.00156159,0.8518363,0.00006843746,0.00001208222,0.000001500877,0.001541068,0.00004284173,0.00007744665,0.01754574,0.0003291081,0.1265476],"study_design_scores_gemma":[0.0172338,0.007397089,0.831894,0.0001816535,0.00001925879,0.000003397505,0.0001654271,0.001283106,0.002738065,0.0002161874,0.138484,0.0003839869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957372,0.00007384749,0.0002097068,0.001397167,0.0004506039,0.001265467,0.00008004314,0.00003658871,0.0007493891],"genre_scores_gemma":[0.9967601,0.00003605737,0.0006769398,0.00209931,0.0000626329,0.00009507603,0.00004019406,0.00001829245,0.0002114454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381549,"threshold_uncertainty_score":0.3872559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04030442800088985,"score_gpt":0.339725129606764,"score_spread":0.2994207016058741,"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."}}