{"id":"W4390613678","doi":"10.1192/bjo.2023.588","title":"Functional neuroimaging biomarkers of anhedonia response to escitalopram plus adjunct aripiprazole treatment for major depressive disorder","year":2024,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; Queen's University; McMaster University; University of British Columbia; Public Health Ontario; Toronto Rehabilitation Institute; University Health Network; University of Toronto; Centre for Global Health Research; University of Calgary","funders":"H. Lundbeck A/S; Servier; Vancouver Coastal Health Research Institute; Ministero dello Sviluppo Economico; Pfizer Canada; Michael Smith Health Research BC; Mitacs; University of Toronto; Government of Ontario; Allergan; Canadian Network for Mood and Anxiety Treatments; Canadian Institutes of Health Research; Grand Challenges Canada; Sunovion; Ontario Brain Institute; Pfizer; Fondation Brain Canada; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Anhedonia; Aripiprazole; Escitalopram; Major depressive disorder; Psychology; Anterior cingulate cortex; Neuroimaging; Antidepressant; Psychiatry; Clinical psychology; Neuroscience; Medicine; Schizophrenia (object-oriented programming); Mood; Hippocampus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003338003,0.0002057299,0.0002667684,0.0002615644,0.000131474,0.0002972525,0.000187957,0.000284422,0.001060656],"category_scores_gemma":[0.001112232,0.0001016813,0.000183269,0.0002186945,0.00009848199,0.0001407939,0.0001257028,0.0003425757,0.000119926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002739995,"about_ca_system_score_gemma":0.0002145878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002291816,"about_ca_topic_score_gemma":0.008554152,"domain_scores_codex":[0.9998894,0.00003101482,0.00001456733,0.00002216392,0.00002925336,0.00001364082],"domain_scores_gemma":[0.9994701,0.00008412576,0.0002909829,0.00001998528,0.00008222434,0.0000526301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004197057,0.0004794842,0.9342898,0.0002450779,0.0005773705,0.000253491,0.0001708007,0.0004893605,0.01897662,0.00004817077,0.0008752219,0.03939748],"study_design_scores_gemma":[0.00003796745,0.0004372079,0.9985421,0.000009097747,0.00004950944,0.0001414756,0.00003031168,0.0002313376,0.0003983875,0.0000198362,0.0001002542,0.000002451878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981591,0.0005798429,0.0001242557,0.00008400933,0.000004795336,0.00003439919,0.000348176,0.000009508648,0.0006559982],"genre_scores_gemma":[0.9986234,0.0002767939,0.0004277538,0.00005860305,0.000008613347,0.00002783999,0.0003431228,0.00000139488,0.0002326417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002291816,"threshold_uncertainty_score":0.004556894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07054871123581992,"score_gpt":0.343054734395069,"score_spread":0.2725060231592491,"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."}}