{"id":"W2766002971","doi":"10.1016/j.jpsychires.2017.10.013","title":"The role of late life depressive symptoms on the trajectories of insomnia symptoms during antidepressant treatment","year":2017,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health; National Heart, Lung, and Blood Institute; Taylor Family Institute for Innovative Psychiatric Research, Washington University School of Medicine in St. Louis; National Center for Advancing Translational Sciences; Campbell Family Mental Health Research Institute; Medical Center, University of Pittsburgh; National Institutes of Health","keywords":"Antidepressant; Depressive symptoms; Insomnia; Psychiatry; Depression (economics); Psychology; Clinical psychology; Medicine; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001415413,0.0001863618,0.0003952613,0.0003747829,0.001099065,0.0001037561,0.001367405,0.000182672,0.0001222522],"category_scores_gemma":[0.0004915507,0.00008725014,0.0003506711,0.0003218636,0.0006461475,0.00009540976,0.0001008743,0.0008287367,0.00002114123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005358888,"about_ca_system_score_gemma":0.0002194923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000425961,"about_ca_topic_score_gemma":0.00002538346,"domain_scores_codex":[0.9968212,0.0006678165,0.0008074099,0.000216407,0.0009829776,0.0005042242],"domain_scores_gemma":[0.995932,0.001148631,0.001202968,0.001092624,0.0004705906,0.0001531355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00632255,0.00289343,0.903129,0.00005971269,0.008491391,0.00009249542,0.008407868,0.0004403006,0.003563581,0.01878903,0.003645635,0.04416501],"study_design_scores_gemma":[0.007904349,0.003873914,0.9654937,0.0002135759,0.000431138,0.00006609777,0.005892572,0.00006266546,0.006273298,0.006143725,0.003402939,0.0002420352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655676,0.01513351,0.000002563877,0.001739855,0.001162161,0.0003569747,0.00000877306,0.000005476642,0.01602302],"genre_scores_gemma":[0.9948788,0.004113384,0.000009042401,0.000008768373,0.0003792581,0.00001735722,2.981932e-7,0.00002742002,0.0005656214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06236469,"threshold_uncertainty_score":0.8453232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852989701669047,"score_gpt":0.3576355105742401,"score_spread":0.3291056135575496,"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."}}