{"id":"W1588003045","doi":"10.1111/j.1532-5415.2007.01543.x","title":"Melatonin and Bright‐Light Treatment for Rest–Activity Disruption in Institutionalized Patients with Alzheimer's Disease","year":2008,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":311,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research; Institut national de la recherche scientifique","keywords":"Actigraphy; Medicine; Melatonin; Evening; Circadian rhythm; Zeitgeber; Placebo; Morning; Internal medicine; Physical therapy; Audiology; Circadian clock","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0006166653,0.000413079,0.001118079,0.0002464917,0.0004264799,0.0003489514,0.0004383432,0.0005960541,0.001961541],"category_scores_gemma":[0.001209521,0.0002231235,0.00057481,0.0002019591,0.0004003009,0.0002089367,0.0002030586,0.0006071112,0.000158669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447252,"about_ca_system_score_gemma":0.00064014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374257,"about_ca_topic_score_gemma":0.004148156,"domain_scores_codex":[0.9997627,0.000123525,0.00002676758,0.00002830573,0.0000241558,0.00003443797],"domain_scores_gemma":[0.9993477,0.0001550027,0.0002070193,0.00002297243,0.00003433855,0.0002328983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7550397,0.039799,0.02709707,0.002975921,0.001903809,0.000211689,0.0002258013,0.0003952557,0.01035016,0.00008035752,0.001544627,0.1603766],"study_design_scores_gemma":[0.329401,0.4943009,0.1691904,0.0002850933,0.001843639,0.0001804624,0.000211335,0.0007887398,0.002006307,0.00009839161,0.001662252,0.00003145484],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950624,0.004130016,0.00006618272,0.0001273877,0.00006383952,0.0001792481,0.00004332602,0.00001352885,0.0003140761],"genre_scores_gemma":[0.996221,0.002132099,0.0004577132,0.0002826139,0.0001748208,0.0003222044,0.000103034,0.000001848814,0.0003045745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001961541,"threshold_uncertainty_score":0.006561995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535362840126415,"score_gpt":0.2636488824233091,"score_spread":0.238295254022045,"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."}}