{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001602271,0.0001108337,0.0001315659,0.00006213328,0.0002308679,0.0003047959,0.0001940526,0.00007065133,0.0005442742],"category_scores_gemma":[0.0000340796,0.00006778802,0.00001338315,0.0004886683,0.0006427729,0.0002948084,0.00006600875,0.00009805123,0.0002706581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000709186,"about_ca_system_score_gemma":0.0000833893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002070422,"about_ca_topic_score_gemma":0.00004254525,"domain_scores_codex":[0.9989944,0.00004696799,0.00009997834,0.0004350831,0.0001625168,0.0002610227],"domain_scores_gemma":[0.999562,0.0001270227,0.0000285132,0.00009688897,0.00001215298,0.0001734167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001635268,0.0004361082,0.00851392,0.00004606202,0.001182184,0.0006346646,0.1604462,0.0002915552,0.01249679,0.00453635,0.2798158,0.5299651],"study_design_scores_gemma":[0.02000528,0.03037213,0.01939626,0.0006183765,0.0005877583,0.001609963,0.08036807,0.004217843,0.001480768,0.001069172,0.8371604,0.003113971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922686,0.003334085,0.00005684763,0.09808932,0.0001979902,0.0002378839,0.000003994267,0.00005114824,0.005760149],"genre_scores_gemma":[0.9785445,0.0002756207,0.0005511697,0.01841936,0.0001273043,0.00001838925,0.000001934693,0.00001414646,0.002047596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5573446,"threshold_uncertainty_score":0.5959421,"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."}}