{"id":"W3185389142","doi":"10.1016/j.ijpsycho.2021.07.626","title":"Changes in sleep structure and sleep spindles are associated with the neuropsychiatric profile in paradoxical insomnia","year":2021,"lang":"en","type":"article","venue":"International Journal of Psychophysiology","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Anxiety; Toronto Alexithymia Scale; Psychiatry; Neuroticism; Alexithymia; Clinical psychology; Insomnia; Eysenck Personality Questionnaire; Non-rapid eye movement sleep; Beck Depression Inventory; Worry; Beck Anxiety Inventory; Somatization; Extraversion and introversion; Personality; Big Five personality traits; Electroencephalography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001656171,0.0002472836,0.0002686116,0.0005573428,0.0002501725,0.0002395818,0.0001528593,0.0002524735,0.001609959],"category_scores_gemma":[0.0009276024,0.0001503237,0.0001864139,0.0003996988,0.0002959202,0.0002007456,0.0002350899,0.0003680681,0.0001587635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545159,"about_ca_system_score_gemma":0.0001446033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530779,"about_ca_topic_score_gemma":0.002240039,"domain_scores_codex":[0.9999338,0.00001268333,0.0000113508,0.00001486705,0.00001477759,0.00001253911],"domain_scores_gemma":[0.9994609,0.00008751002,0.0002891451,0.00002712897,0.00005119664,0.00008413719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006279847,0.0003916129,0.9014996,0.0001675386,0.0002454852,0.003013968,0.0006224197,0.0002249346,0.07015903,0.0001512634,0.0002105142,0.01703377],"study_design_scores_gemma":[0.000007807264,0.000180779,0.9990728,0.00000180938,0.000009768953,0.0003894435,0.00006013081,0.00005708353,0.0001621741,0.00002997218,0.00002638324,0.000001781632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989209,0.0002219836,0.000178049,0.00002758465,0.000008571411,0.0000175512,0.000107435,0.000004582628,0.0005133526],"genre_scores_gemma":[0.9993332,0.0001186775,0.0001369874,0.00002219765,0.00001447302,0.00001175847,0.0001238603,0.000001972319,0.0002367844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001609959,"threshold_uncertainty_score":0.005385816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949877500004541,"score_gpt":0.2962610380234109,"score_spread":0.2767622630233654,"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."}}