{"id":"W4407199633","doi":"10.5664/jcsm.11588","title":"Shared underlying dynamics between sleep disorder and psychiatric disorder: proinflammatory state?","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medicine; Psychiatry; Sleep (system call); Clinical psychology","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":[0.0005848765,0.0002167333,0.0006633395,0.0006132819,0.0003912133,0.001436231,0.0004742375,0.0008213573,0.003582259],"category_scores_gemma":[0.002418785,0.0001912895,0.0003362853,0.0007188449,0.0006735522,0.001141982,0.0006454795,0.0007701927,0.0003174313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003739458,"about_ca_system_score_gemma":0.0007491883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885012,"about_ca_topic_score_gemma":0.002830055,"domain_scores_codex":[0.9995778,0.00009378367,0.00006563785,0.0001231118,0.0000514513,0.00008818255],"domain_scores_gemma":[0.998853,0.0002709354,0.0004762773,0.0001054363,0.0001526774,0.0001416654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001218931,0.0001603429,0.9554228,0.0001484642,0.0004090779,0.002081778,0.0007573412,0.0002546501,0.01218397,0.003872515,0.0006668484,0.02282333],"study_design_scores_gemma":[0.00003490339,0.0002582602,0.986259,0.00009776639,0.0001920102,0.003058615,0.001413463,0.001233167,0.0007666936,0.004929787,0.001729645,0.00002679762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763416,0.0132812,0.001893567,0.003922103,0.0002140917,0.00003012555,0.0006600132,0.00002349261,0.003633843],"genre_scores_gemma":[0.9969627,0.001572912,0.0004578987,0.0002365929,0.0002470784,0.00001166934,0.0002006527,0.000003477326,0.0003069859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003582259,"threshold_uncertainty_score":0.01198387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0509129170964777,"score_gpt":0.381194524349467,"score_spread":0.3302816072529893,"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."}}