{"id":"W3034374465","doi":"10.1016/j.psychres.2020.113239","title":"Clarifying the role of sleep in depression: A narrative review","year":2020,"lang":"en","type":"review","venue":"Psychiatry Research","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":331,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Depression (economics); Major depressive disorder; Circadian rhythm; Psychology; Obstructive sleep apnea; Mania; Chronotherapy (sleep phase); Bipolar disorder; Hypomania; Comorbidity; Sleep (system call); Population; Mood; Neuroscience; Psychiatry; Medicine; Internal medicine","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":[0.001239376,0.0008642898,0.002058873,0.002231742,0.0003028114,0.001520969,0.001174922,0.001514893,0.003408563],"category_scores_gemma":[0.003201837,0.0003067606,0.0008475282,0.002638844,0.0005050438,0.001642569,0.001078889,0.001572234,0.000691816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006980757,"about_ca_system_score_gemma":0.002415497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776754,"about_ca_topic_score_gemma":0.00449172,"domain_scores_codex":[0.999668,0.00008000538,0.00008669558,0.00007155732,0.00007303382,0.00002079944],"domain_scores_gemma":[0.9985998,0.00096892,0.0001939937,0.00002024186,0.0001671205,0.00004988669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002383969,0.0000618698,0.0004639795,0.1673879,0.0007253867,0.0004116283,0.0001801265,0.0003086775,0.0008933525,0.002856239,0.04430136,0.7821711],"study_design_scores_gemma":[0.0001338757,0.0002400437,0.003386593,0.1021579,0.003125859,0.00245741,0.0003868966,0.0002331568,0.0003323983,0.00359476,0.8838738,0.00007729307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003476746,0.9994948,0.00002638213,0.0002043682,0.0001247078,0.00000251533,0.00001172522,0.00000126815,0.00009941738],"genre_scores_gemma":[0.0003113213,0.999105,0.00006445405,0.0002441285,0.0001940015,0.00000412307,0.0000144867,3.926628e-7,0.00006196635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003408563,"threshold_uncertainty_score":0.01140273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139480050181949,"score_gpt":0.4454031928109062,"score_spread":0.3059231426289573,"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."}}