{"id":"W2001773695","doi":"10.1159/000203889","title":"A SPECT Study of Sleep Disturbance and Alzheimer’s Disease","year":2009,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; University College London; Sunnybrook Foundation","keywords":"Dementia; Alzheimer's disease; Sleep disorder; Degenerative disease; Sleep (system call); Neuroscience; Psychology; Disturbance (geology); Disease; Central nervous system disease; Audiology; 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":[0.0003131465,0.0002631257,0.0001712159,0.000687899,0.0002175334,0.0002428399,0.000120069,0.0002117787,0.001630394],"category_scores_gemma":[0.0007066783,0.0001238779,0.0001146738,0.0003450755,0.000295299,0.0002297697,0.0001668092,0.0001801384,0.0001852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108125,"about_ca_system_score_gemma":0.0001781257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002838886,"about_ca_topic_score_gemma":0.00289055,"domain_scores_codex":[0.9999443,0.00002339563,0.00000404092,0.000008888883,0.000007990103,0.000011396],"domain_scores_gemma":[0.999749,0.00006419233,0.00007071306,0.000014116,0.00004271379,0.00005928775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002712685,0.0004244855,0.9654229,0.0001195273,0.0002054774,0.002270886,0.0004592252,0.0001143524,0.009057523,0.0000964909,0.0003021589,0.0188144],"study_design_scores_gemma":[0.0000884607,0.001140746,0.9928507,0.00001405746,0.00005528265,0.004463341,0.000209862,0.0002347211,0.0004469142,0.00007780326,0.0004125068,0.000005713269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984364,0.000914394,0.00006221487,0.0000342163,0.000004617616,0.000006608105,0.00004273504,0.000002527346,0.0004961785],"genre_scores_gemma":[0.9993712,0.0002826162,0.0000669001,0.00002161893,0.00001520423,0.000004063875,0.00006295432,7.339568e-7,0.0001747069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002838886,"threshold_uncertainty_score":0.005644798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009554322807271694,"score_gpt":0.2740855349919486,"score_spread":0.2645312121846769,"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."}}