{"id":"W2061770595","doi":"10.1002/mds.25086","title":"Rapid eye movement sleep behavior disorder and subtypes of Parkinson's disease","year":2012,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal; Université du Québec à Montréal; McGill University; Montreal General Hospital","funders":"Canadian Institutes of Health Research","keywords":"REM sleep behavior disorder; Rapid eye movement sleep; Parkinson's disease; Polysomnography; Orthostatic vital signs; Medicine; Internal medicine; Depression (economics); Neurology; Eye movement; Disease; Cardiology; Psychology; Physical therapy; Blood pressure; Psychiatry; Ophthalmology","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":[0.0001448164,0.0003231146,0.0003655488,0.0001476925,0.0001105703,0.00001590119,0.00008464493,0.00006289271,0.0006463401],"category_scores_gemma":[0.00002339023,0.0002788983,0.0001744899,0.0001542048,0.0001031199,0.0001701544,0.00009955688,0.00008514681,0.00002271736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007788956,"about_ca_system_score_gemma":0.00003992005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001578738,"about_ca_topic_score_gemma":0.00003103173,"domain_scores_codex":[0.9982438,0.00004257439,0.0003248382,0.0003778096,0.0004716678,0.0005392997],"domain_scores_gemma":[0.9987791,0.00002063416,0.0001366707,0.0004225248,0.00004386308,0.0005972113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002979671,0.003360304,0.9394248,0.0001366016,0.000233414,0.00001049991,0.0001595236,0.000002590199,0.0004909277,0.0008446791,0.0003128735,0.05472588],"study_design_scores_gemma":[0.003271817,0.0003043113,0.9647751,0.00004651172,0.0007098522,1.090177e-7,0.0004158182,0.00009274748,0.0008909266,0.001683712,0.02754543,0.0002636274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858189,0.01038565,0.0001988845,0.0008697272,0.0002263333,0.001152973,0.0001095178,0.00006072456,0.001177302],"genre_scores_gemma":[0.9951327,0.001641984,0.0003447977,0.001761474,0.00005436993,0.0003873505,0.0001127596,0.00004817064,0.0005163973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05446225,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116956691844266,"score_gpt":0.2521345246370267,"score_spread":0.240964957718584,"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."}}