{"id":"W4406024244","doi":"10.1002/alz.093299","title":"Use of melatonin in mild cognitive impairment: a retrospective study","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melatonin; Mood; Neuropsychology; Bedtime; Montreal Cognitive Assessment; Digit symbol substitution test; Geriatric Depression Scale; Psychology; Nootropic; Medicine; Trail Making Test; Affect (linguistics); Beck Depression Inventory; Effects of sleep deprivation on cognitive performance; Depression (economics); Wakefulness; Cognition; Internal medicine; Psychiatry; Cognitive impairment; Anxiety; Electroencephalography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003624914,0.000282774,0.0004978331,0.001004844,0.0007548659,0.0005408981,0.0002760887,0.0003739973,0.0009393924],"category_scores_gemma":[0.001257499,0.0003234383,0.0004514556,0.001122636,0.0003243851,0.0003031575,0.0002961431,0.0003959385,0.0002618331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000398059,"about_ca_system_score_gemma":0.0004274287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007189852,"about_ca_topic_score_gemma":0.006180814,"domain_scores_codex":[0.999631,0.00007115868,0.00005898672,0.00008769805,0.00009089303,0.00006015414],"domain_scores_gemma":[0.9991049,0.0001300734,0.0003808321,0.00007753103,0.0001244185,0.0001821374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001067647,0.00006091987,0.9984549,0.00001200955,0.00002664076,0.0003368964,0.00008535505,0.00001106473,0.0001314401,0.000006381416,0.00004145485,0.0007262424],"study_design_scores_gemma":[0.00001071232,0.0004193137,0.9969668,0.000007010848,0.00004458847,0.001777464,0.0002967365,0.00006012859,0.00007075851,0.00001114655,0.0003295263,0.000005724548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990335,0.0004485474,0.00004193408,0.00001451519,0.000005399718,0.00001172774,0.0001226924,0.000001966139,0.0003199422],"genre_scores_gemma":[0.9995313,0.0001678275,0.00003363932,0.00002456076,0.00001177347,0.000007117509,0.0001494678,9.123305e-7,0.00007335398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007189852,"threshold_uncertainty_score":0.014296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05455968283740972,"score_gpt":0.2986931177759037,"score_spread":0.244133434938494,"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."}}