{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003875055,0.0002332408,0.0002362673,0.0006888247,0.000302468,0.0003440449,0.0001627297,0.000303918,0.001572809],"category_scores_gemma":[0.001882397,0.0001541768,0.0002235005,0.0005840698,0.0001951364,0.000267109,0.0003660828,0.0002900356,0.0001294144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013164,"about_ca_system_score_gemma":0.000217321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005018975,"about_ca_topic_score_gemma":0.005856101,"domain_scores_codex":[0.999833,0.00004099222,0.00002854631,0.00003697953,0.0000366421,0.00002384097],"domain_scores_gemma":[0.9985126,0.0001595604,0.0009945887,0.00003886177,0.0001231846,0.0001711409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007223606,0.00001246831,0.998305,0.00001518561,0.00003485621,0.00005383216,0.00003921015,0.00001831642,0.0000937859,0.000005634081,0.0000386726,0.001310878],"study_design_scores_gemma":[0.000002841548,0.00006456346,0.9995459,0.000009574856,0.00001135733,0.0002190479,0.00003236877,0.00004516611,0.00001094846,0.00001155318,0.00004575629,8.862183e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997872,0.001462391,0.00005398378,0.00005593786,0.000004718296,0.000006064719,0.0002197784,0.000002597196,0.0003224557],"genre_scores_gemma":[0.9993224,0.0003103097,0.00004957138,0.00001841053,0.00001082564,0.000003449626,0.0002095971,4.942537e-7,0.00007495435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005018975,"threshold_uncertainty_score":0.009979546,"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."}}