{"id":"W2034341013","doi":"10.1002/mds.22099","title":"Manifestations of Parkinson disease differ in association with REM sleep behavior disorder","year":2008,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Montreal General Hospital","funders":"","keywords":"Polysomnography; Medicine; Parkinson's disease; Orthostatic vital signs; REM sleep behavior disorder; Internal medicine; Depression (economics); Disease; Rapid eye movement sleep; Pathophysiology; Cardiology; Psychiatry; Blood pressure; Electroencephalography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003875982,0.0003497962,0.0006229096,0.0009573249,0.0003555207,0.0005289982,0.0002109349,0.0005357374,0.001534775],"category_scores_gemma":[0.002873371,0.0002818411,0.0005218738,0.0007103891,0.0003640753,0.0003715607,0.0007948671,0.0004004666,0.0002878708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007276,"about_ca_system_score_gemma":0.0001533493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009049752,"about_ca_topic_score_gemma":0.001586142,"domain_scores_codex":[0.9994102,0.0001254267,0.0001283385,0.0001307273,0.0001249156,0.00008056081],"domain_scores_gemma":[0.9974521,0.0005291587,0.001343473,0.0001179501,0.0001989562,0.0003584007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002314623,0.00001820767,0.9964817,0.00001218949,0.00006850944,0.0003456567,0.00006206992,0.00003158203,0.000891018,0.0000127112,0.00002440162,0.001820517],"study_design_scores_gemma":[0.000004831135,0.00005713193,0.9985209,0.000003347515,0.00001024005,0.001228817,0.00005194856,0.00004737903,0.00002749218,0.00001873744,0.00002697375,0.000002181537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987956,0.0005815484,0.00007066544,0.0000193034,0.000004051975,0.000008396287,0.00005101382,0.00000403238,0.0004653256],"genre_scores_gemma":[0.9995584,0.0001212292,0.00007105464,0.00001511348,0.000008173556,0.00000376508,0.0001435364,0.000001886575,0.00007676094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534775,"threshold_uncertainty_score":0.005134284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011078096939951,"score_gpt":0.2366653463136791,"score_spread":0.2265545653442796,"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."}}