{"id":"W3092644541","doi":"10.2147/nss.s263528","title":"<p>Astroglial Mechanisms Underlying Chronic Insomnia Disorder: A Clinical Study</p>","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008723609,0.0002432106,0.0004164827,0.0001791965,0.0003487624,0.00006590471,0.000694822,0.0005290087,0.0002447738],"category_scores_gemma":[0.0002226566,0.0001966138,0.0001242111,0.001254356,0.0008292455,0.0002294579,0.0002064411,0.001007459,0.00006211301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002945423,"about_ca_system_score_gemma":0.0001709943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001234417,"about_ca_topic_score_gemma":0.00006558734,"domain_scores_codex":[0.9972529,0.0001251071,0.0005307443,0.0008867058,0.000647714,0.0005568765],"domain_scores_gemma":[0.9988607,0.0001238148,0.0002003182,0.0003716935,0.0001241033,0.0003194145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00153422,0.006235421,0.03877793,0.000122097,0.001752623,0.0003143236,0.02562006,0.0003436675,0.09251402,0.2219139,0.005478829,0.6053929],"study_design_scores_gemma":[0.105518,0.06316139,0.5801116,0.0005311518,0.004086667,0.0002780725,0.05664114,0.04023644,0.002724877,0.03534371,0.1038702,0.007496845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814856,0.006092984,0.001065995,0.001408812,0.001890392,0.0005395876,0.000009739268,0.00009105234,0.007415811],"genre_scores_gemma":[0.9986124,0.0001430485,0.00038017,0.0005900537,0.0001462031,0.00001319207,0.000003046532,0.0000206588,0.00009119559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5978961,"threshold_uncertainty_score":0.8017678,"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."}}