{"id":"W2605481883","doi":"10.1002/mds.26989","title":"Validation of the MDS research criteria for prodromal Parkinson's disease: Longitudinal assessment in a REM sleep behavior disorder (RBD) cohort","year":2017,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Montreal General Hospital; McGill University Health Centre; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; McGill University","funders":"","keywords":"REM sleep behavior disorder; Cohort; Parkinson's disease; Psychology; Cohort study; Sleep (system call); Psychiatry; Degenerative disease; Physical medicine and rehabilitation; Disease; Medicine; Central nervous system disease; Neuroscience; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008313823,0.0002414661,0.0003430471,0.0001634681,0.0005644453,0.00009555455,0.0003682919,0.0000746026,0.0001434785],"category_scores_gemma":[0.0001839188,0.0001836457,0.0002190134,0.000155661,0.00020207,0.0001857379,0.0002226107,0.0001945823,0.000003366985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826263,"about_ca_system_score_gemma":0.0002403789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006347289,"about_ca_topic_score_gemma":0.0003849464,"domain_scores_codex":[0.9974723,0.0001326995,0.0003838528,0.0005940423,0.0009048141,0.000512216],"domain_scores_gemma":[0.998242,0.00004781445,0.0002232858,0.001125979,0.0001801301,0.0001808357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004383961,0.002477987,0.9891224,0.0001708928,0.000128959,0.00001639919,0.00006640077,0.0000108385,0.0007643267,0.0007006009,0.0004605443,0.005642239],"study_design_scores_gemma":[0.0038836,0.0003584459,0.9851243,0.0001672412,0.0003212052,1.965706e-7,0.0001777585,0.0007809338,0.0009949068,0.005333119,0.002689025,0.000169231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899831,0.0001901108,0.0003618002,0.003563704,0.0002868932,0.004719013,0.0001522005,0.0000211933,0.000721943],"genre_scores_gemma":[0.9954337,0.00009771666,0.0004955636,0.0001111307,0.00004792366,0.003100069,0.0001309735,0.00004154012,0.0005414159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005473008,"threshold_uncertainty_score":0.7488853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05562423428188441,"score_gpt":0.3955570184144131,"score_spread":0.3399327841325287,"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."}}