{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101321,0.0002225425,0.0002481628,0.000164705,0.0001432885,0.00002314194,0.00007968667,0.00005534608,0.00027304],"category_scores_gemma":[0.00003188043,0.0002044019,0.00006583774,0.0003455001,0.0001218711,0.00007624833,0.00003826413,0.0001238768,0.00001267974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002876217,"about_ca_system_score_gemma":0.00001057301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429428,"about_ca_topic_score_gemma":0.00004626575,"domain_scores_codex":[0.9986702,0.0001148326,0.0002840958,0.000486818,0.0001571973,0.0002868649],"domain_scores_gemma":[0.9994244,0.00009166495,0.0001322417,0.0001584882,0.00004597232,0.0001472603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001177388,0.00491687,0.5938715,0.00001702512,0.003241299,0.00004557073,0.009344414,0.000003399475,0.000009109659,0.001089651,0.0005979842,0.3856858],"study_design_scores_gemma":[0.006329153,0.0008821808,0.9735345,0.00001217017,0.002975452,0.000002100909,0.0141055,0.00002890849,0.000002609213,0.001568287,0.0002713501,0.0002877516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560549,0.03500955,0.0001665037,0.0002199276,0.0002262119,0.0008638407,0.00002166521,0.00003871808,0.007398724],"genre_scores_gemma":[0.9988609,0.0008024527,0.000007695312,0.0001585738,0.00002928683,0.00004264947,0.00002083943,0.00001472127,0.00006288054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3853981,"threshold_uncertainty_score":0.8335268,"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."}}