{"id":"W2794212284","doi":"10.17116/jnevro20181182177-80","title":"Treatment of depression with cognitive impairment","year":2018,"lang":"en","type":"article","venue":"S S Korsakov Journal of Neurology and Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agomelatine; Medicine; Tolerability; Depression (economics); Stroop effect; Internal medicine; Cognitive impairment; Anxiety; Antidepressant; Montreal Cognitive Assessment; Mood; Cognition; Psychiatry; Adverse effect","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006623526,0.0001457984,0.0003543688,0.0001466376,0.00006225119,0.000003228368,0.00003858075,0.0001003366,0.00006520558],"category_scores_gemma":[0.00001066837,0.00008196607,0.00008378892,0.00007300005,0.0002294073,0.00005664138,0.00001268634,0.000128692,0.000003252999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008418384,"about_ca_system_score_gemma":0.0001128978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005239877,"about_ca_topic_score_gemma":0.000007860542,"domain_scores_codex":[0.9991518,0.00007880235,0.000293369,0.0001589831,0.0001702523,0.0001468532],"domain_scores_gemma":[0.9991656,0.00007495662,0.0003411933,0.0001263725,0.0001536136,0.0001382892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01989966,0.00145766,0.9676507,0.00003118916,0.0003243275,0.0002008802,0.0003331094,6.011331e-7,0.0007121395,0.00002207188,0.0003237213,0.00904391],"study_design_scores_gemma":[0.01332224,0.07233298,0.9003052,0.0002512939,0.000751845,0.007847007,0.0000919129,0.000009532825,0.00389419,0.0002600428,0.0008540004,0.00007978629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934939,0.002384393,0.00006752362,0.002622181,0.0004630475,0.0001924384,0.000004242394,0.000008252845,0.0007639818],"genre_scores_gemma":[0.9977279,0.0003411306,0.001100356,0.0003560703,0.0003918372,0.000002521715,0.000001835638,0.00001379442,0.00006460828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07087532,"threshold_uncertainty_score":0.3342479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009882312058481942,"score_gpt":0.2797236342459311,"score_spread":0.2698413221874492,"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."}}