{"id":"W2788059256","doi":"10.5664/jcsm.6944","title":"Nocturnal REM Sleep Without Atonia Is a Diagnostic Biomarker of Pediatric Narcolepsy","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Narcolepsy; Medicine; Nocturnal; Sleep (system call); Biomarker; Polysomnography; Pediatrics; Psychiatry; Internal medicine; Neurology; Electroencephalography; Biology","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":[0.0005290547,0.0006274721,0.0005744973,0.0008226595,0.0003490851,0.0007377547,0.0004193926,0.0007485418,0.001014908],"category_scores_gemma":[0.002166814,0.0002164974,0.0004547641,0.0004633733,0.0003697186,0.0004988139,0.0003834433,0.0006404411,0.0002841745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003877062,"about_ca_system_score_gemma":0.0003765061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035795,"about_ca_topic_score_gemma":0.004726494,"domain_scores_codex":[0.9995757,0.000090849,0.00006867328,0.0000733958,0.0001187318,0.00007278789],"domain_scores_gemma":[0.9986258,0.0002809259,0.0006332628,0.0000436626,0.0002069165,0.0002094162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000566087,0.00007547661,0.9754573,0.0001259786,0.0001270784,0.002076589,0.0001338565,0.0001186754,0.01291577,0.00009342765,0.0004190582,0.007890733],"study_design_scores_gemma":[0.000007873399,0.0003384831,0.9927397,0.00004236371,0.00006965085,0.00472202,0.0002502678,0.0003269909,0.0009717703,0.00006554728,0.0004575196,0.00000779339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941705,0.002391488,0.0002814218,0.0001308079,0.00006348362,0.00002788851,0.0003218542,0.00002293841,0.002589689],"genre_scores_gemma":[0.9978969,0.0006280084,0.0006181099,0.00007715208,0.00004111506,0.00001644619,0.0004657661,0.000005689041,0.0002507899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002035795,"threshold_uncertainty_score":0.004047871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584604117276108,"score_gpt":0.4579439284331161,"score_spread":0.2994835167055053,"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."}}