{"id":"W3025302121","doi":"10.1177/104012371903100212","title":"Depressive Symptom Severity Mediates the association between Sleep Disturbance and Obesity in US Adults: Results from the NHANES","year":2019,"lang":"en","type":"article","venue":"Annals of Clinical Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Brain and Cognition Discovery Foundation; McGill University Health Centre; University Health Network; University of Toronto; McGill University","funders":"","keywords":"Sleep disorder; Body mass index; Obesity; Excessive daytime sleepiness; National Health and Nutrition Examination Survey; Sleep (system call); Psychology; Sleep debt; Major depressive disorder; Depressive symptoms; Psychiatry; Medicine; Clinical psychology; Insomnia; Internal medicine; Population; Anxiety; Cognition","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":[0.00178832,0.0004032998,0.0003246735,0.0003946892,0.0003099287,0.0005959881,0.0003555047,0.000322921,0.001921301],"category_scores_gemma":[0.00367245,0.0003735952,0.001069876,0.0004602965,0.0002657743,0.0002325821,0.0005549251,0.0007735113,0.0002339365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002453314,"about_ca_system_score_gemma":0.0005587525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01365301,"about_ca_topic_score_gemma":0.01963769,"domain_scores_codex":[0.999432,0.000286061,0.00006140796,0.00008554824,0.00007275939,0.00006219513],"domain_scores_gemma":[0.9979353,0.00073548,0.0006222132,0.0002065351,0.0002265914,0.0002739101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001036015,0.00005525791,0.9981841,0.00001291239,0.0002170802,0.00001779819,0.00007320001,0.00005048352,0.0001007178,0.00002093333,0.0001144159,0.001049402],"study_design_scores_gemma":[0.00001113437,0.00004332152,0.9993811,0.000007446977,0.00008032165,0.00003271422,0.00007675684,0.0001895873,0.00003043507,0.00002919535,0.0001160444,0.000002014771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982501,0.0002713693,0.0001602681,0.0001785797,0.00001062193,0.00002071253,0.000740855,0.000004880228,0.0003627606],"genre_scores_gemma":[0.9985971,0.0001431479,0.0001673129,0.00006395916,0.00001101521,0.00001961941,0.0008561114,0.00000245883,0.0001392324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01365301,"threshold_uncertainty_score":0.02714705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995471999051552,"score_gpt":0.3583314554784643,"score_spread":0.3283767354879488,"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."}}