{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006628769,0.0003083181,0.0002308301,0.0002329109,0.0004075051,0.0001484101,0.0003548167,0.00007314594,0.0003000679],"category_scores_gemma":[0.0003206911,0.0002894814,0.0001433049,0.0003331997,0.00008530242,0.0006232612,0.0001809502,0.0001509251,0.0000621541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898201,"about_ca_system_score_gemma":0.00001498033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002674173,"about_ca_topic_score_gemma":0.0001382198,"domain_scores_codex":[0.9968883,0.0003014106,0.000441877,0.000602189,0.0008768527,0.0008893173],"domain_scores_gemma":[0.9989458,0.0001668533,0.0001466803,0.0004665825,0.00007342472,0.0002006439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003960723,0.01960848,0.6880627,0.00005256747,0.00006310745,0.00000220306,0.001968818,0.000143413,0.06874294,0.00102989,0.000581236,0.2193485],"study_design_scores_gemma":[0.02163831,0.005710003,0.51854,0.00007971212,0.0005062561,1.900589e-7,0.01049984,0.008024036,0.4179642,0.004404882,0.01049027,0.002142297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812989,0.00008678234,0.01057693,0.0008491113,0.0005570796,0.005617172,0.00006894936,0.0001448101,0.0008002589],"genre_scores_gemma":[0.9944134,0.00002935716,0.0001852442,0.001595847,0.0001155592,0.003143123,0.00005582533,0.00006043744,0.0004012525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3492212,"threshold_uncertainty_score":0.9999557,"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."}}