{"id":"W4378674278","doi":"10.1016/j.psychres.2023.115273","title":"The influence of sleep on emotion dysregulation in borderline personality disorder, generalized anxiety disorder, and healthy controls","year":2023,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Research Topics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; York University","funders":"Canadian Institutes of Health Research; Ontario Mental Health Foundation; American Psychological Association","keywords":"Chronotype; Borderline personality disorder; Psychology; Generalized anxiety disorder; Anxiety; Sleep (system call); Clinical psychology; Mindfulness; Circadian rhythm; Psychiatry; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006194291,0.0001617162,0.000269247,0.0003894627,0.0006041138,0.00004592138,0.0003600625,0.0001773926,0.000130734],"category_scores_gemma":[0.0003722777,0.0001272776,0.00005147045,0.001531668,0.0004297391,0.00009535872,0.0001369237,0.0009027167,0.0001044929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124341,"about_ca_system_score_gemma":0.000181644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004681266,"about_ca_topic_score_gemma":0.006434021,"domain_scores_codex":[0.9946468,0.002124829,0.0006177881,0.000540127,0.001065322,0.00100508],"domain_scores_gemma":[0.997857,0.0009486432,0.0001204634,0.0006412477,0.0002243892,0.0002082222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002364912,0.0005154802,0.9091339,0.0002964449,0.00002904757,0.000001752621,0.0007799812,0.0003660263,0.00006967963,0.03833959,0.001992603,0.04611066],"study_design_scores_gemma":[0.003105851,0.0007760083,0.9746783,0.00004876027,0.000002367623,0.000002050541,0.00140175,0.004010369,0.000001161579,0.006028507,0.009842738,0.0001021689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643572,0.002489836,0.00001520197,0.03015407,0.0003494241,0.001561351,0.00004081815,0.00004501084,0.0009870878],"genre_scores_gemma":[0.9959468,0.002375562,0.00008350618,0.0001978267,0.0001440572,0.0003379468,0.00005758422,0.00002816927,0.0008285114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06554444,"threshold_uncertainty_score":0.7076706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07469180716477929,"score_gpt":0.464776354223191,"score_spread":0.3900845470584117,"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."}}