{"id":"W2966871651","doi":"10.1016/j.jad.2019.07.089","title":"Neuroimaging insights into the link between depression and Insomnia: A systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Sleep and related disorders","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Adler","funders":"European Research Council; Shahid Beheshti University of Medical Sciences; Kermanshah University of Medical Sciences","keywords":"Neuroimaging; Anterior cingulate cortex; Major depressive disorder; Default mode network; Functional neuroimaging; Psychology; Insula; Systematic review; Clinical psychology; Prefrontal cortex; Neuroscience; Psychiatry; Amygdala; Functional magnetic resonance imaging; Cognition; MEDLINE","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":[0.002691715,0.001097369,0.005764055,0.004434502,0.0003542691,0.00165398,0.001414796,0.001641455,0.003480873],"category_scores_gemma":[0.01492671,0.0006587769,0.004580736,0.004655408,0.0006023639,0.001358135,0.001052871,0.001085424,0.0002669694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163056,"about_ca_system_score_gemma":0.004769902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008478205,"about_ca_topic_score_gemma":0.02816338,"domain_scores_codex":[0.9988452,0.0002882126,0.0004162442,0.0001879455,0.0002138791,0.0000485294],"domain_scores_gemma":[0.991557,0.006621254,0.00111944,0.0001100204,0.0004961255,0.00009607767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004344259,0.00004809856,0.002483393,0.8270648,0.02336156,0.0002211439,0.000164576,0.0001676114,0.0003343149,0.000370726,0.00313359,0.1422158],"study_design_scores_gemma":[0.0005606282,0.0003618752,0.02260636,0.6921486,0.2428929,0.001377393,0.0004528637,0.000190121,0.0002496295,0.001119968,0.03791693,0.0001228299],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003403711,0.9993128,0.00004736779,0.00008112198,0.00004336452,0.00002320717,0.00008006235,0.000001628599,0.000070076],"genre_scores_gemma":[0.004467031,0.9949424,0.0001811412,0.0002085235,0.00006554953,0.00003688634,0.00006650962,0.000001006821,0.00003096007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008478205,"threshold_uncertainty_score":0.01685768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021344744534474,"score_gpt":0.342563846027656,"score_spread":0.3212191014931821,"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."}}