{"id":"W4381996587","doi":"10.3389/fpsyt.2023.1188175","title":"A pilot study on improvements in attention function in major depressive disorder after 12 weeks of escitalopram monotherapy or combined treatment with agomelatine","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beijing Municipal Science and Technology Commission","keywords":"Agomelatine; Escitalopram; Major depressive disorder; Alertness; Hamilton Anxiety Rating Scale; Pittsburgh Sleep Quality Index; Psychology; Attention network; Depression (economics); Rating scale; Hamilton Rating Scale for Depression; Anxiety; Medicine; Psychiatry; Internal medicine; Antidepressant; Insomnia; Mood; Sleep quality; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004962882,0.000355074,0.001156101,0.0002233248,0.0002345101,0.0001786937,0.000314331,0.0003713785,0.001641957],"category_scores_gemma":[0.0003884959,0.000188839,0.0006047008,0.0001806996,0.0001981681,0.0002154466,0.000173642,0.0005522999,0.0002448754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001978649,"about_ca_system_score_gemma":0.0002968362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009179513,"about_ca_topic_score_gemma":0.00228899,"domain_scores_codex":[0.9998172,0.00007187539,0.00002029354,0.00003133607,0.00002643845,0.00003289788],"domain_scores_gemma":[0.9997396,0.00004717987,0.00005630322,0.00002096317,0.00003485677,0.0001012378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3998259,0.07133032,0.05843528,0.001786184,0.002809464,0.001099113,0.0007166931,0.000584427,0.2473834,0.00005410262,0.0008321677,0.215143],"study_design_scores_gemma":[0.02745804,0.6865005,0.2748383,0.00005030852,0.0009857152,0.0004792196,0.0001584359,0.0003834243,0.007608736,0.00001991881,0.001494511,0.00002284821],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987518,0.0007504239,0.00005764196,0.00002872591,0.00001500567,0.0001180011,0.00007146937,0.000007026039,0.0001999631],"genre_scores_gemma":[0.9977952,0.0007050248,0.0003172589,0.00008828272,0.00004057708,0.0001951912,0.0002056173,0.000002406974,0.000650364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001641957,"threshold_uncertainty_score":0.005492926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328261866631748,"score_gpt":0.2685669992493105,"score_spread":0.255284380582993,"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."}}