{"id":"W7119600082","doi":"10.1002/alz70856_107602","title":"The interplay between orexin, neurodegeneration, cognition and sleep microarchitecture in mild to moderate Alzheimer's Disease","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Cognition; Sleep (system call); Disease; Orexin; Neurodegeneration; Alzheimer's disease; Effects of sleep deprivation on cognitive performance","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":[0.0008067667,0.0003106955,0.0002952812,0.001044245,0.0002616871,0.0004352514,0.0003001006,0.0002071646,0.0007517998],"category_scores_gemma":[0.001109603,0.0001655378,0.0002622658,0.0008252894,0.0002769832,0.000238562,0.0004171084,0.0001498523,0.0001139359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003014478,"about_ca_system_score_gemma":0.0002564858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009980097,"about_ca_topic_score_gemma":0.01847078,"domain_scores_codex":[0.9998897,0.00002610926,0.00001754087,0.00003255938,0.00002335621,0.0000107418],"domain_scores_gemma":[0.9995671,0.00009361958,0.0002003597,0.0000324248,0.00006504094,0.00004144052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001052723,0.00005347738,0.9673222,0.0002406325,0.0001733219,0.0001983906,0.0005582018,0.0002705831,0.005325802,0.00006259178,0.0002818416,0.02446022],"study_design_scores_gemma":[0.000002929312,0.00003926021,0.9995394,0.000007701726,0.00001669694,0.00005702083,0.0000363191,0.0001001994,0.00006655129,0.00003792831,0.00009485566,0.000001238155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972179,0.001516236,0.0004366785,0.00003286606,0.000003618114,0.00002027329,0.0004116119,0.00001495362,0.0003459137],"genre_scores_gemma":[0.9976869,0.0004304053,0.001026103,0.00002786459,0.000009115989,0.00003634554,0.0004751381,0.000005559191,0.0003025958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009980097,"threshold_uncertainty_score":0.019844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03281006439576584,"score_gpt":0.3210426092813768,"score_spread":0.288232544885611,"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."}}