{"id":"W1531899102","doi":"10.1002/9781444315158.ch9","title":"Sleep Disorders in Idiopathic Parkinson's Disease","year":2010,"lang":"en","type":"other","venue":"","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Disease; Parkinson's disease; Sleep (system call); Medicine; Psychiatry; Neuroscience; Psychology; Computer science; Pathology","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":[0.0002048371,0.000450704,0.0003886803,0.001599363,0.0003445152,0.0006553424,0.0002684854,0.0006729541,0.02588454],"category_scores_gemma":[0.0005038118,0.0001312485,0.0003124391,0.001522846,0.0002112872,0.0007174689,0.0004758429,0.000779303,0.005578116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006260065,"about_ca_system_score_gemma":0.001111072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008157946,"about_ca_topic_score_gemma":0.02341098,"domain_scores_codex":[0.9998851,0.0000173937,0.00002173611,0.00001284412,0.00004749772,0.00001547635],"domain_scores_gemma":[0.9998148,0.00007191415,0.00002915718,0.000005137217,0.00004626688,0.00003269525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001247675,0.0001406775,0.006567538,0.002310428,0.00003067401,0.001164757,0.0002185494,0.0001894961,0.0006912341,0.003198985,0.3110552,0.6743077],"study_design_scores_gemma":[0.00005283149,0.0001935386,0.0830896,0.005162294,0.00008380936,0.007430206,0.0004056985,0.0001794607,0.0002755125,0.003840766,0.8992634,0.00002287539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007975196,0.6650363,0.0009052313,0.01184583,0.005602132,0.0001667016,0.002945069,0.0001431739,0.3053804],"genre_scores_gemma":[0.03016125,0.7182982,0.003173606,0.005252836,0.007822908,0.0001910989,0.004008485,0.00006585893,0.2310258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02588454,"threshold_uncertainty_score":0.08659244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00814176007895689,"score_gpt":0.2468658929982172,"score_spread":0.2387241329192603,"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."}}