{"id":"W4385147018","doi":"10.1093/ageing/afad104.088","title":"1625 MELATONIN MODESTLY IMPROVES SLEEP EFFICIENCY IN PATIENTS WITH NEUROCOGNITIVE DISORDERS: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2023,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université Laval; Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"","keywords":"Melatonin; Medicine; Neurocognitive; Placebo; Meta-analysis; Melatonin receptor; Randomized controlled trial; Internal medicine; Sleep disorder; Physical therapy; Psychiatry; Insomnia; Cognition; Alternative 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"],"consensus_categories":[],"category_scores_codex":[0.0004226723,0.0006040325,0.005153722,0.0006206848,0.0001134023,0.0000729346,0.0002066454,0.0002702353,0.00004963891],"category_scores_gemma":[0.0001041541,0.0003541219,0.0008471932,0.001833223,0.0000970082,0.00009776642,0.0001025669,0.0005268211,0.00004427883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001522352,"about_ca_system_score_gemma":0.00001685888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001531268,"about_ca_topic_score_gemma":0.0001161079,"domain_scores_codex":[0.9968213,0.0006887098,0.0009781048,0.0008719562,0.0002270849,0.0004128511],"domain_scores_gemma":[0.9983495,0.0004829227,0.0005908512,0.0004491934,0.00003231996,0.00009525406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000007610181,0.0003413889,0.0000220879,0.6728431,0.2752774,0.001463373,0.001125611,0.000004715413,3.96575e-9,0.0001398056,0.00001480884,0.04876005],"study_design_scores_gemma":[0.0005457916,0.0001341841,0.000141403,0.02836056,0.9696193,0.000004889578,0.0001493299,0.00001505214,1.698557e-9,0.00004775603,0.0004458975,0.0005358683],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002143279,0.9951746,0.00004989693,0.0000243652,0.00003570983,0.003763248,0.00003179262,0.00005860737,0.000647416],"genre_scores_gemma":[0.001371018,0.9969815,0.00001113353,0.0001605133,0.000004982254,0.0008528228,0.00008619043,0.0000766607,0.0004551527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6943418,"threshold_uncertainty_score":0.9998911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538608664842474,"score_gpt":0.3137538916856918,"score_spread":0.278367805037267,"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."}}