{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001472696,0.0001271657,0.0001458285,0.0001729709,0.00003035481,0.00002737053,0.0002108769,0.0001263602,0.001164046],"category_scores_gemma":[0.00006840878,0.0001274011,0.00004742661,0.0003433994,0.00003141859,0.00007203496,0.00003461987,0.0002473863,0.0002795557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003158968,"about_ca_system_score_gemma":0.00001834652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499374,"about_ca_topic_score_gemma":0.00002840723,"domain_scores_codex":[0.9988062,0.00006372157,0.0003328436,0.000409816,0.0001615785,0.0002257892],"domain_scores_gemma":[0.9995014,0.00008354243,0.0001102999,0.0001166942,0.00003614601,0.0001519196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001375093,0.001132001,0.06638841,0.00004149126,0.000492705,0.00007557541,0.02501476,0.00007698199,0.0000316646,0.01802481,0.5421891,0.3451574],"study_design_scores_gemma":[0.0286208,0.0006613885,0.5191141,0.0001185211,0.00003629243,0.00007748753,0.005428741,0.003638021,0.000005534945,0.003029404,0.4383111,0.0009585756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5903824,0.005738368,0.002091526,0.3379863,0.007241051,0.0007565941,0.00009215767,0.0001812762,0.05553039],"genre_scores_gemma":[0.9751055,0.0003812104,0.0003012705,0.0232277,0.0004209546,0.0000224175,0.00005837447,0.00002898439,0.0004536078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4527257,"threshold_uncertainty_score":0.999749,"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."}}