{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01169087,0.002263307,0.01798096,0.005042081,0.0005898325,0.00300751,0.001942534,0.002073079,0.004145011],"category_scores_gemma":[0.02550448,0.001299363,0.03098729,0.005054962,0.0007300572,0.001458459,0.001166961,0.001438518,0.0003024173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002423461,"about_ca_system_score_gemma":0.003526733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006513505,"about_ca_topic_score_gemma":0.01522655,"domain_scores_codex":[0.9914322,0.004011245,0.002735488,0.0007357674,0.0008688885,0.0002164136],"domain_scores_gemma":[0.9872046,0.008960033,0.002427461,0.000372888,0.0008679999,0.0001669628],"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":[0.001937236,0.00003264067,0.002260078,0.5308909,0.4530718,0.0000866875,0.00007208982,0.0002573929,0.0001801168,0.00008063974,0.0004962213,0.01063408],"study_design_scores_gemma":[0.0009511382,0.000337573,0.003889452,0.04230106,0.9504484,0.00008027495,0.00004284398,0.000139689,0.000113688,0.0001137028,0.001561807,0.00002041691],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004428439,0.9941017,0.0002498006,0.0001526395,0.0001258077,0.0003449464,0.000369226,0.00001825616,0.0002091723],"genre_scores_gemma":[0.1741941,0.8196716,0.002047292,0.001001506,0.0003475717,0.001638383,0.0007066852,0.00002562363,0.0003673491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01798096,"threshold_uncertainty_score":0.06182796,"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."}}