{"id":"W1965449743","doi":"10.1016/j.jpsychires.2011.02.003","title":"Antidepressant effects of selective slow wave sleep deprivation in major depression: A high-density EEG investigation","year":2011,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":132,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Research Resources; Institute of Clinical and Translational Sciences; National Institute of General Medical Sciences; National Institute of Mental Health; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Sleep deprivation; Antidepressant; Vigilance (psychology); Electroencephalography; Depression (economics); Slow-wave sleep; Major depressive disorder; Psychology; Audiology; Sleep (system call); Psychiatry; Anesthesia; Internal medicine; Circadian rhythm; Medicine; Neuroscience; Cognition; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003081741,0.0001714683,0.0004196347,0.00205658,0.0002169017,0.00005071078,0.0006512094,0.00018279,0.00004461817],"category_scores_gemma":[0.004847459,0.0001363412,0.0001360845,0.003320926,0.0002909396,0.0004893575,0.0002049857,0.001424864,0.00001633816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510268,"about_ca_system_score_gemma":0.0003394325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005428335,"about_ca_topic_score_gemma":0.00005172242,"domain_scores_codex":[0.9940923,0.001848331,0.0008446745,0.0004304032,0.002188724,0.000595558],"domain_scores_gemma":[0.9964394,0.001536136,0.0005072816,0.0004042289,0.0008880397,0.0002249103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00260715,0.00117215,0.6039003,0.0004563068,0.00006015395,0.0006540635,0.003014213,0.00005026465,0.3591812,0.002194475,0.002286496,0.02442327],"study_design_scores_gemma":[0.001519912,0.0004694576,0.4919654,0.00009603635,0.00001304715,0.00006135419,0.00006095234,0.0003124646,0.4893207,0.01608908,0.000005335356,0.00008626114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964352,0.000308694,0.001008593,0.0002747266,0.0005193361,0.0005806012,0.000001874298,0.00001098694,0.0008600251],"genre_scores_gemma":[0.9976858,0.0002291172,0.001772788,0.0000362096,0.0001901765,0.00002161423,5.498567e-7,0.00002528437,0.00003845283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1301395,"threshold_uncertainty_score":0.6190406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0725138054207032,"score_gpt":0.3287078674144329,"score_spread":0.2561940619937297,"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."}}