{"id":"W2765552990","doi":"10.1016/j.sleep.2017.10.003","title":"Sleep spindle and psychopathology characteristics of frequent nightmare recallers","year":2017,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Sleep spindle; Non-rapid eye movement sleep; Nightmare; K-complex; Audiology; Psychology; Sleep (system call); Electroencephalography; Polysomnography; Sleep Stages; Slow-wave sleep; Sleep disorder; Neuroscience; Medicine; Psychiatry; Insomnia","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":[0.0001749536,0.0001973116,0.0002829881,0.0007722364,0.0003438388,0.0004649579,0.0001894399,0.0003014001,0.002218435],"category_scores_gemma":[0.001454656,0.0001228693,0.0002314852,0.0005647606,0.0001520665,0.0003369155,0.0002978715,0.0002849145,0.0002547598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727141,"about_ca_system_score_gemma":0.0001132585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004171473,"about_ca_topic_score_gemma":0.007904008,"domain_scores_codex":[0.9998989,0.00001294214,0.00001996154,0.00002418724,0.00001992966,0.00002411535],"domain_scores_gemma":[0.9989886,0.0001227095,0.000585246,0.00004574701,0.0001104757,0.0001472122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004118763,0.00007751387,0.9929241,0.00001811831,0.0000590658,0.0003867888,0.0007506761,0.0000285342,0.002242541,0.00001821253,0.00006821709,0.00301431],"study_design_scores_gemma":[0.000001696443,0.00006600319,0.9990766,0.000001651081,0.000006073182,0.0003354363,0.0004000535,0.00001992496,0.00003336331,0.000005654871,0.0000519473,0.000001688393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993865,0.0001040159,0.00003355067,0.00001224786,0.000003561184,0.000004910556,0.000149473,0.000001654228,0.000304],"genre_scores_gemma":[0.9991479,0.00007536512,0.00003791538,0.00001096947,0.000008128394,0.000005909192,0.0002587162,0.000001498141,0.0004536784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004171473,"threshold_uncertainty_score":0.008294344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512654052016074,"score_gpt":0.347769922431488,"score_spread":0.2826433819113273,"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."}}