{"id":"W2765422147","doi":"10.1002/mds.27200","title":"Sleep fragmentation and Parkinson's disease pathology in older adults without Parkinson's disease","year":2017,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health; Illinois Department of Public Health","keywords":"Parkinson's disease; Disease; Sleep (system call); Medicine; Central nervous system disease; Degenerative disease; Psychology; Pathology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000156793,0.0003932857,0.0003957108,0.0001957367,0.0003760542,0.0001052242,0.0001783438,0.00008310232,0.0001842441],"category_scores_gemma":[0.0001076652,0.0003658021,0.0001352678,0.00007393707,0.0001723884,0.0002959029,0.0001476249,0.0001474493,0.00003122431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391746,"about_ca_system_score_gemma":0.00007657196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002715812,"about_ca_topic_score_gemma":0.0003539214,"domain_scores_codex":[0.9977809,0.00007477999,0.0003182279,0.000862876,0.0004221194,0.0005410683],"domain_scores_gemma":[0.998109,0.00002249527,0.0002264275,0.0008493813,0.0000402365,0.0007524237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001834138,0.001386622,0.9510822,0.0001794997,0.00008386036,0.0005627067,0.0002698542,0.00001187742,0.00003300685,0.0002425605,0.0002241831,0.04408952],"study_design_scores_gemma":[0.01113189,0.0001633313,0.9735566,0.0002459809,0.0002582406,4.973738e-7,0.000307503,0.002071593,0.0000396256,0.006006043,0.005875219,0.0003435144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911074,0.001708864,0.0002684466,0.004298416,0.0002603917,0.001583715,0.0001101044,0.00007122595,0.000591447],"genre_scores_gemma":[0.9942896,0.00116038,0.0002906967,0.00307905,0.0000615916,0.0005839944,0.0001924922,0.00005544462,0.0002867039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.043746,"threshold_uncertainty_score":0.9998794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00855252197753487,"score_gpt":0.2610725770043242,"score_spread":0.2525200550267894,"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."}}