{"id":"W2609469867","doi":"10.1093/sleepj/zsx050.1097","title":"1098 IMPROVEMENTS IN SUBJECTIVE SLEEP AND DEPRESSION ALONG THE COURSE OF ADJUNCTIVE PHOTOTHERAPY","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Depression (economics); Pittsburgh Sleep Quality Index; Beck Depression Inventory; Mood; Adjunctive treatment; Medicine; Sleep (system call); Psychiatry; Depressive symptoms; Psychology; Insomnia; Sleep quality; Internal medicine; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003203484,0.0001575309,0.0004890295,0.0002086301,0.0001870171,0.0002028227,0.0001508058,0.0001881405,0.002157424],"category_scores_gemma":[0.0008055714,0.00008525784,0.0003131838,0.000164626,0.00008961395,0.0001224831,0.0001709318,0.0004086175,0.000235759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123295,"about_ca_system_score_gemma":0.0001750055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637969,"about_ca_topic_score_gemma":0.00602057,"domain_scores_codex":[0.9998627,0.00002802327,0.00001162699,0.00001846646,0.00005636442,0.00002279636],"domain_scores_gemma":[0.9996989,0.00005250627,0.00009299342,0.00002131109,0.00006155119,0.00007285284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03108724,0.01588395,0.2815856,0.00115068,0.0006985602,0.001187257,0.001491306,0.0004753009,0.1548851,0.00009844111,0.001617509,0.5098392],"study_design_scores_gemma":[0.0002207198,0.02196054,0.9725718,0.00003962034,0.0001081422,0.000300373,0.0002342652,0.0003012219,0.002933579,0.00003056022,0.001290388,0.000008698198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982455,0.0006253923,0.0001015083,0.00003964301,0.00001531631,0.00007459832,0.0000572726,0.000009854263,0.0008310064],"genre_scores_gemma":[0.9977969,0.0003737171,0.0003545518,0.00003708016,0.0000123878,0.00004673039,0.00009762512,0.000001955009,0.001279084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002157424,"threshold_uncertainty_score":0.007217288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693081233580809,"score_gpt":0.2753538434508542,"score_spread":0.2584230311150461,"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."}}