{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003590357,0.0004921629,0.0003490773,0.0008352543,0.000753154,0.0006839621,0.0005857434,0.0004087379,0.000733068],"category_scores_gemma":[0.005824917,0.0003265254,0.0005662609,0.0002891027,0.0002715331,0.0003907255,0.0007881889,0.0006010134,0.0003670447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905136,"about_ca_system_score_gemma":0.0006375527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007751945,"about_ca_topic_score_gemma":0.009273081,"domain_scores_codex":[0.999281,0.0002365705,0.00007099401,0.0001805788,0.0001505088,0.00008038824],"domain_scores_gemma":[0.9980053,0.0002933429,0.0004682557,0.000472484,0.0004551185,0.0003055565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003038418,0.00008393706,0.997426,0.00000423351,0.00003998103,0.00006815833,0.0001106776,0.00003817954,0.0004425881,0.00001556476,0.00008930759,0.001377532],"study_design_scores_gemma":[0.00005484668,0.0004124254,0.9982292,0.000007891367,0.00003756211,0.0003511272,0.00009421813,0.0003486026,0.0002090693,0.00002103111,0.0002296009,0.000004564769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990028,0.00005488144,0.0002113795,0.00001918625,0.000005763019,0.00004955874,0.0004761313,0.000005711713,0.000174647],"genre_scores_gemma":[0.9979603,0.00003820728,0.0004417227,0.00001607756,0.00000767757,0.00005386872,0.001296614,0.000004224547,0.000181235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007751945,"threshold_uncertainty_score":0.01898789,"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."}}