{"id":"W3186531624","doi":"10.1097/yct.0000000000000782","title":"The Pattern of Change in Depressive Symptoms and Inflammatory Markers After Electroconvulsive Therapy","year":2021,"lang":"en","type":"article","venue":"Journal of Ect","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre intégré de santé et de services sociaux de la Montérégie-Centre; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Montreal Children's Hospital; Institut Universitaire en Santé Mentale de Québec; Université Laval","funders":"","keywords":"Electroconvulsive therapy; Depression (economics); Inflammation; Major depressive disorder; Systematic review; MEDLINE; Correlation; Depressive symptoms; Mechanism (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001356155,0.00007080569,0.0001276736,0.00006264388,0.00003191222,0.00003024303,0.0001197345,0.00003022365,0.00003274874],"category_scores_gemma":[0.0001491587,0.00004541149,0.00006197546,0.0001202954,0.0000767587,0.0001481347,0.00002823524,0.0001656421,9.261855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001383777,"about_ca_system_score_gemma":0.00005167801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000410397,"about_ca_topic_score_gemma":0.00003664435,"domain_scores_codex":[0.9992489,0.0001599724,0.0002174782,0.00009242739,0.0001389647,0.0001423246],"domain_scores_gemma":[0.9993263,0.0003012514,0.000203587,0.00008904181,0.00004952497,0.00003023665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007724353,0.000126436,0.2111366,0.00003367027,0.00005951487,0.0006380028,0.003026438,0.000003193368,0.635873,0.00005949382,0.0001714525,0.1480997],"study_design_scores_gemma":[0.001389537,0.0002045749,0.5441175,0.00008920119,0.000004174974,0.000154439,0.000191021,0.00002123158,0.4526926,0.0002019549,0.0008541366,0.00007968467],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948956,0.004414465,0.00000753357,0.0003704442,0.0001106912,0.00008721886,0.000001431798,0.000001876973,0.0001107167],"genre_scores_gemma":[0.9967946,0.002448756,0.000002543617,0.0006728374,0.00004484872,0.000007303136,5.669327e-8,0.000007220546,0.00002177378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3329808,"threshold_uncertainty_score":0.1851827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826512752152832,"score_gpt":0.2562467121353338,"score_spread":0.2379815846138055,"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."}}