{"id":"W2978256460","doi":"10.1002/mds.27869","title":"Prodromal Marker Progression in Idiopathic Rapid Eye Movement Sleep Behavior Disorder: Sample Size for Clinical Trials","year":2019,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec à Montréal; Canadian Sleep & Circadian Network; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; McGill University; Montreal General Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; W. Garfield Weston Foundation","keywords":"REM sleep behavior disorder; Rapid eye movement sleep; Psychology; Cognition; Movement disorders; Eye movement; Physical medicine and rehabilitation; Audiology; Psychiatry; Polysomnography; Medicine; Disease; Internal medicine; Electroencephalography; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1712756,0.001345752,0.00478904,0.001968577,0.000799882,0.001818141,0.001670617,0.005720613,0.003809876],"category_scores_gemma":[0.1939681,0.0008237153,0.003912645,0.0009810335,0.001778851,0.002946128,0.001862075,0.002380989,0.0008763549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203726,"about_ca_system_score_gemma":0.002035932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003042285,"about_ca_topic_score_gemma":0.0003021974,"domain_scores_codex":[0.8091483,0.1605632,0.01462988,0.004469446,0.01008043,0.00110868],"domain_scores_gemma":[0.8916558,0.0860454,0.009674678,0.006370662,0.00459949,0.001653893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.674852,0.004722642,0.0465795,0.01177082,0.01127208,0.0006086899,0.0009534074,0.01063484,0.00999362,0.006085915,0.01247818,0.2100485],"study_design_scores_gemma":[0.5857742,0.1845328,0.09605414,0.004019069,0.00970674,0.001156358,0.0004623942,0.04387924,0.01480175,0.01800784,0.0412722,0.0003332105],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.351501,0.0494007,0.1609536,0.01330851,0.005909081,0.39441,0.008640577,0.001110201,0.01476635],"genre_scores_gemma":[0.7469502,0.001899776,0.06440791,0.002702458,0.0006721989,0.1803777,0.001309887,0.00007985369,0.001600036],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1712756,"threshold_uncertainty_score":0.905803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04623919959741773,"score_gpt":0.3903235192126086,"score_spread":0.3440843196151909,"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."}}