{"id":"W4226460803","doi":"10.3389/fpsyt.2022.856867","title":"Aquaporin-4, Connexin-30, and Connexin-43 as Biomarkers for Decreased Objective Sleep Quality and/or Cognition Dysfunction in Patients With Chronic Insomnia Disorder","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Anhui Medical University; National Natural Science Foundation of China","keywords":"Connexin; Insomnia; Cognition; Medicine; Chronic insomnia; Sleep quality; Psychiatry; Clinical psychology; Sleep disorder; Psychology; Internal medicine; Bioinformatics; Biology; Gap junction; Genetics","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":[0.0002647005,0.0004028504,0.0004131447,0.0006219732,0.0003796635,0.0003093507,0.0001430838,0.0003280009,0.0009064046],"category_scores_gemma":[0.000700032,0.0001398829,0.000283211,0.0004941009,0.000210988,0.0002151789,0.0002879973,0.0002269786,0.00009771792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672669,"about_ca_system_score_gemma":0.000259352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393154,"about_ca_topic_score_gemma":0.004888095,"domain_scores_codex":[0.9998727,0.00002109277,0.00002222145,0.00002742241,0.00003034215,0.00002619588],"domain_scores_gemma":[0.9996151,0.00004320948,0.0002066209,0.0000117377,0.00005468278,0.00006857233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003089288,0.00003814756,0.9975166,0.00002380491,0.00005489818,0.00008283342,0.00004218839,0.00003054018,0.0007333606,0.000004604584,0.00003688109,0.001127181],"study_design_scores_gemma":[0.0000144565,0.0001428294,0.9993929,0.000003748171,0.00002639811,0.0001560917,0.00006569026,0.00008780049,0.00005667198,0.000007705945,0.00004415601,0.000001506338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990588,0.000582826,0.00003869006,0.00001451825,0.000005529791,0.00001116162,0.0001124053,0.000001982245,0.0001741617],"genre_scores_gemma":[0.9995092,0.0001224376,0.00007398184,0.00001412334,0.00000934621,0.00001044653,0.0001587126,4.446738e-7,0.0001012504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003393154,"threshold_uncertainty_score":0.006746769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007438872403413463,"score_gpt":0.2613628063231197,"score_spread":0.2539239339197062,"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."}}