{"id":"W3003440523","doi":"10.3390/brainsci10020071","title":"Acute and Chronic Insomnia: What Has Time and/or Hyperarousal Got to Do with It?","year":2020,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Sleep and related disorders","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health","keywords":"Insomnia; Chronic insomnia; Medicine; Population; Fight-or-flight response; Psychiatry; Intensive care medicine; Sleep disorder","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":[0.002640338,0.0004834821,0.001510452,0.002019568,0.001026083,0.003226983,0.001108881,0.002116963,0.001551061],"category_scores_gemma":[0.005809479,0.0004982629,0.000990264,0.001996757,0.005308301,0.00570984,0.001416609,0.003330834,0.0003536585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243207,"about_ca_system_score_gemma":0.005363985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009992113,"about_ca_topic_score_gemma":0.01118948,"domain_scores_codex":[0.9988562,0.0003625398,0.0002357921,0.0002222061,0.0002308199,0.00009252949],"domain_scores_gemma":[0.9970201,0.001566675,0.0005612488,0.00009464834,0.0005623402,0.0001950797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005373823,0.0001812874,0.04125076,0.04229213,0.0007063629,0.00101654,0.01165293,0.0003276183,0.001425224,0.064228,0.02029791,0.8160838],"study_design_scores_gemma":[0.0001412487,0.001095115,0.2376816,0.05492741,0.001322698,0.01346158,0.02506696,0.0006340263,0.0009207515,0.0870565,0.5772854,0.0004068395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004526072,0.9698141,0.0006067838,0.02174191,0.001219181,0.00002052864,0.00006270636,0.00000912611,0.001999493],"genre_scores_gemma":[0.03804776,0.9532089,0.0006912763,0.005255321,0.002068281,0.00004232929,0.00009538688,0.000006879504,0.0005838975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009992113,"threshold_uncertainty_score":0.0198679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929573009768006,"score_gpt":0.2997155038994939,"score_spread":0.2704197738018138,"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."}}