{"id":"W3082048301","doi":"10.1016/j.pneurobio.2020.101902","title":"Sleep and its regulation: An emerging pathogenic and treatment frontier in Alzheimer’s disease","year":2020,"lang":"en","type":"review","venue":"Progress in Neurobiology","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research","keywords":"Dementia; Neuroscience; Sleep (system call); Disease; Psychology; Sleep disorder; Population; Medicine; Cognition; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006955247,0.0009107569,0.001633975,0.00117304,0.0002830893,0.00133535,0.001022932,0.001417206,0.003428784],"category_scores_gemma":[0.0008001526,0.0001947777,0.0004196863,0.001479462,0.0006105358,0.001491046,0.0008291171,0.002536345,0.001824461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006528467,"about_ca_system_score_gemma":0.001523667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409664,"about_ca_topic_score_gemma":0.003383452,"domain_scores_codex":[0.9998579,0.00002585037,0.00002075618,0.00002627233,0.00004985849,0.00001941],"domain_scores_gemma":[0.9996685,0.0001550879,0.00003999636,0.000008726295,0.00008889588,0.00003875915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001406794,0.0000699196,0.0002018511,0.01049472,0.00007875184,0.0001443361,0.00004280022,0.0002591217,0.001251039,0.004720154,0.03699911,0.9455975],"study_design_scores_gemma":[0.00005243814,0.0001581205,0.001472412,0.005042053,0.0001707146,0.0008723752,0.00009882067,0.0001823686,0.0002989259,0.006123881,0.9854983,0.00002964515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004774071,0.9988621,0.00008802997,0.0003686551,0.0002353457,0.000001855155,0.00001389598,0.000005397217,0.0003769628],"genre_scores_gemma":[0.0004040802,0.99858,0.0001376011,0.0002184638,0.0003787459,0.000003617822,0.00002084432,9.785082e-7,0.0002557834],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003428784,"threshold_uncertainty_score":0.01147044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438886949867456,"score_gpt":0.3927922874226573,"score_spread":0.2489035924359117,"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."}}