{"id":"W3092644541","doi":"10.2147/nss.s263528","title":"&lt;p&gt;Astroglial Mechanisms Underlying Chronic Insomnia Disorder: A Clinical Study&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Sleep and related disorders","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Glial cell line-derived neurotrophic factor; Glial fibrillary acidic protein; Medicine; Brain-derived neurotrophic factor; Neurotrophic factors; Montreal Cognitive Assessment; Internal medicine; Polysomnography; Insomnia; Endocrinology; Oncology; Cognition; Psychiatry; Immunohistochemistry; Receptor; Cognitive impairment","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":[0.0003196354,0.0003353255,0.0003681394,0.0005480037,0.0007224673,0.0003445812,0.0001950218,0.0004146342,0.001300005],"category_scores_gemma":[0.0004274976,0.0001877195,0.0002553731,0.0004886737,0.0005458978,0.0002415555,0.0003379947,0.0002718424,0.0002733626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890762,"about_ca_system_score_gemma":0.0005533292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294223,"about_ca_topic_score_gemma":0.004527974,"domain_scores_codex":[0.9999014,0.00001562262,0.00001659888,0.00003080792,0.00001720405,0.00001843408],"domain_scores_gemma":[0.9997024,0.00003915032,0.0001031549,0.00001632557,0.00005021998,0.00008867215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00169523,0.0006436246,0.9804606,0.0003328405,0.0000989427,0.002363993,0.0005667988,0.00003573897,0.00368011,0.0000451119,0.0003702935,0.009706763],"study_design_scores_gemma":[0.0001624016,0.001409684,0.9941376,0.00002897299,0.00005691977,0.003139373,0.0002932823,0.0001116552,0.0001221842,0.00003146737,0.0004997498,0.000006565069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971768,0.002095768,0.00008462572,0.00005128631,0.0000132632,0.0000687298,0.0001014516,0.000003301765,0.0004047275],"genre_scores_gemma":[0.9982594,0.0007922621,0.0001747197,0.00009883543,0.00006009841,0.00006701835,0.0002389275,0.000001069303,0.00030779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003294223,"threshold_uncertainty_score":0.006550133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550063851248889,"score_gpt":0.3393116855278857,"score_spread":0.3138110470153968,"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."}}