{"id":"W2048444499","doi":"10.1002/mds.25037","title":"A single‐question screen for rapid eye movement sleep behavior disorder: A multicenter validation study","year":2012,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":452,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Canadian Sleep & Circadian Network; McGill University Health Centre; Hôpital du Sacré-Cœur de Montréal; Montreal General Hospital","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; Canadian Institutes of Health Research","keywords":"Eye movement; REM sleep behavior disorder; Rapid eye movement sleep; Multicenter study; Psychology; Sleep (system call); Physical medicine and rehabilitation; Medicine; Audiology; Neuroscience; Polysomnography; Computer science; Electroencephalography; Randomized controlled trial; Internal medicine","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":[0.00671727,0.000889648,0.0006260548,0.0007740061,0.0007580413,0.0005163929,0.0007964829,0.0008158435,0.001051403],"category_scores_gemma":[0.01077476,0.0004903918,0.0006973742,0.0004794809,0.0005555628,0.0006791856,0.000698049,0.0006400403,0.0005278307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005330954,"about_ca_system_score_gemma":0.0005743142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003200551,"about_ca_topic_score_gemma":0.003211761,"domain_scores_codex":[0.9971891,0.001512507,0.0002397627,0.0004812684,0.0004115651,0.0001657784],"domain_scores_gemma":[0.9939306,0.001771263,0.001345949,0.0007026023,0.001624825,0.0006248079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001891626,0.00151696,0.9879403,0.00004601838,0.0002063087,0.0001150346,0.0006254597,0.0001005731,0.001959758,0.00003415089,0.0003388119,0.00522499],"study_design_scores_gemma":[0.0005536154,0.003951865,0.9933308,0.0000144383,0.00009387191,0.0003554598,0.0002848456,0.0005640991,0.000417841,0.00002134684,0.0003976579,0.00001413361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990113,0.0000518161,0.0002629715,0.00002336424,0.00000704835,0.0002486369,0.0002182253,0.000005323668,0.0001712912],"genre_scores_gemma":[0.9967444,0.00005803831,0.0009891194,0.00007186205,0.00001770577,0.0004697919,0.001460867,0.00000784421,0.0001803525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00671727,"threshold_uncertainty_score":0.03552473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04639029460775212,"score_gpt":0.3328713243141525,"score_spread":0.2864810297064004,"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."}}