{"id":"W2410279510","doi":"10.1016/j.psyneuen.2016.06.007","title":"Biological rhythms, metabolic syndrome and current depressive episode in a community sample","year":2016,"lang":"en","type":"article","venue":"Psychoneuroendocrinology","topic":"Sleep and related disorders","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rhythm; Neuropsychiatry; Depression (economics); Metabolic syndrome; Psychology; Population; Major depressive disorder; Internal medicine; Psychiatry; Clinical psychology; Medicine; Obesity; 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":[0.0003025808,0.0004364511,0.00056513,0.001166821,0.002058414,0.001071598,0.0005227789,0.0006734174,0.002119613],"category_scores_gemma":[0.001111613,0.0006798853,0.0004672761,0.001263812,0.0004301835,0.0006372305,0.0008365083,0.0008612896,0.0004491703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004646044,"about_ca_system_score_gemma":0.0004043683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03669463,"about_ca_topic_score_gemma":0.04746829,"domain_scores_codex":[0.9996899,0.00007471673,0.00003390912,0.0000731757,0.00005913907,0.00006906089],"domain_scores_gemma":[0.9996276,0.00004349251,0.00006832799,0.0000280593,0.00007229632,0.0001601729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001639976,0.0003315821,0.9974424,0.000006460193,0.00005574117,0.0002525215,0.0005306773,0.000009861407,0.0004228101,0.00000849638,0.00006563187,0.0007098],"study_design_scores_gemma":[0.00001533822,0.0001697478,0.9976317,0.000002957176,0.00002762321,0.0003427143,0.001653049,0.00005264554,0.00002284118,0.000008596729,0.00006896165,0.000003789282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996874,0.00004489511,0.00002279497,0.00001443814,0.000003770464,0.000008085686,0.00006814636,7.508792e-7,0.0001497039],"genre_scores_gemma":[0.9993533,0.00008034655,0.0000402112,0.00003698771,0.000009501104,0.00001090498,0.0002061174,0.000001216803,0.000261266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03669463,"threshold_uncertainty_score":0.07296211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03982636914674596,"score_gpt":0.3222586962162113,"score_spread":0.2824323270694653,"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."}}