{"id":"W2010834169","doi":"10.1016/j.jad.2015.04.013","title":"Bright white light therapy in depression: A critical review of the evidence","year":2015,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":121,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Vetenskapsrådet; Canadian Network for Mood and Anxiety Treatments","keywords":"Meta-analysis; Light therapy; Depression (economics); PsycINFO; Checklist; Strictly standardized mean difference; Randomized controlled trial; Psychology; Systematic review; Major depressive disorder; MEDLINE; Clinical psychology; Internal medicine; Publication bias; Medicine; Psychiatry; Mood; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001703752,0.0007921404,0.00319813,0.002013759,0.0003141818,0.001391261,0.001447558,0.001609549,0.003226107],"category_scores_gemma":[0.003603697,0.0003592948,0.001259979,0.002078781,0.0005386557,0.001315784,0.0007658376,0.001966799,0.0005469035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007681202,"about_ca_system_score_gemma":0.001755136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589009,"about_ca_topic_score_gemma":0.004728589,"domain_scores_codex":[0.9995611,0.0001040905,0.0001387528,0.00007038654,0.0001019222,0.00002380345],"domain_scores_gemma":[0.9976571,0.001753401,0.0002575921,0.00002919339,0.0002464348,0.00005625671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004394685,0.0001065001,0.0003231768,0.1556097,0.000969178,0.0002344605,0.00009785251,0.0002253958,0.0006029792,0.001970028,0.02905045,0.8103707],"study_design_scores_gemma":[0.0003863097,0.000606224,0.004273778,0.1687021,0.006332803,0.00237175,0.0003417306,0.0003045851,0.0005184705,0.00410143,0.8119532,0.0001075977],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002373543,0.9997044,0.00001387137,0.0001323274,0.00006152553,0.000002132574,0.000006400966,7.104767e-7,0.0000548443],"genre_scores_gemma":[0.0003952268,0.9991328,0.00006449797,0.0002264978,0.0001307271,0.000005091751,0.000008186478,4.003681e-7,0.0000365009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003226107,"threshold_uncertainty_score":0.01079237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07281735729163023,"score_gpt":0.3794056688135027,"score_spread":0.3065883115218724,"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."}}