{"id":"W4233896489","doi":"10.1017/s1041610220001994","title":"209 - Sleep and Brain Health in Older Adults","year":2020,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; École de Technologie Supérieure; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Psychopathology; Sleep (system call); Cognition; Psychology; Mental health; Psychiatry; Sleep patterns; Physical health; Gerontology; Clinical psychology; Medicine; Electroencephalography","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":[0.0001660375,0.00008384384,0.0001780342,0.0004782756,0.000319339,0.0003633983,0.00009485843,0.0003222764,0.004742358],"category_scores_gemma":[0.0005895871,0.00005338075,0.0002237421,0.0003929697,0.0001134055,0.0002819746,0.0002682239,0.0003536727,0.0004334193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310077,"about_ca_system_score_gemma":0.0002757785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009320953,"about_ca_topic_score_gemma":0.02853805,"domain_scores_codex":[0.999941,0.00001154937,0.0000088935,0.000008162208,0.00001527687,0.00001506969],"domain_scores_gemma":[0.9998183,0.00001823831,0.00006621503,0.000005498071,0.00004186346,0.00004997834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001534542,0.0002011471,0.9374797,0.0002706795,0.0001247126,0.0003771065,0.0004059985,0.00004031146,0.0005316875,0.0003326895,0.007510179,0.05257227],"study_design_scores_gemma":[0.000004420625,0.00009141731,0.9972039,0.00009596107,0.00002007014,0.0002257006,0.0001491266,0.00001941448,0.00002531025,0.0001429085,0.002020095,0.000001790943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914571,0.04875096,0.0001047058,0.006658253,0.0004924057,0.00005442704,0.00225655,0.00001611615,0.02709566],"genre_scores_gemma":[0.9769812,0.01616381,0.0001866345,0.001384737,0.0003652028,0.00003230251,0.0008102033,0.000002361913,0.00407351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009320953,"threshold_uncertainty_score":0.01853341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082747164219251,"score_gpt":0.3105958869699682,"score_spread":0.2997684153277757,"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."}}