{"id":"W2729471408","doi":"10.1007/s40675-017-0079-y","title":"Sleep and Circadian Rhythm Disorders in Parkinson’s Disease","year":2017,"lang":"en","type":"article","venue":"Current Sleep Medicine Reports","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Circadian rhythm; Insomnia; Excessive daytime sleepiness; Movement disorders; Sleep (system call); Parkinson's disease; Disease; Restless legs syndrome; Psychology; Medicine; Sleep disorder; Population; Psychiatry; Neuroscience; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003599211,0.0003729206,0.000625213,0.0002759553,0.0003127174,0.00004016697,0.0001050756,0.0000823188,0.0001744418],"category_scores_gemma":[0.000675712,0.0002990208,0.0001189222,0.0001012952,0.0003138917,0.0002044824,0.0001102757,0.0002754246,0.0000161332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286346,"about_ca_system_score_gemma":0.0001031542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000206755,"about_ca_topic_score_gemma":0.0001592479,"domain_scores_codex":[0.9974886,0.00003975014,0.0005739701,0.0008318984,0.0005464058,0.0005194145],"domain_scores_gemma":[0.9970543,0.0000332976,0.0004300592,0.001248853,0.00006056453,0.001172913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105588,0.0003908692,0.7359939,0.0001885411,0.00006645375,0.003817378,0.0001532305,8.503862e-7,0.00001479769,0.000112984,0.000436124,0.2587143],"study_design_scores_gemma":[0.002866832,0.0001365617,0.8594572,0.0006498471,0.0003696597,0.0003009246,0.0000450148,0.0004451265,0.00001313464,0.002097976,0.1333738,0.0002439119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711255,0.01638453,0.0001740435,0.005106064,0.002351064,0.001130203,0.00001328369,0.00009357246,0.003621769],"genre_scores_gemma":[0.9969828,0.001917839,0.00005580224,0.0001381877,0.0004756609,0.0001486728,0.000103854,0.00004411066,0.0001330549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2584704,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305864369834111,"score_gpt":0.3053215009138824,"score_spread":0.2822628572155413,"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."}}