{"id":"W7000584158","doi":"","title":"Functional Neuroimaging Biomarkers of Anhedonia Response to Adjunct Aripiprazole Treatment for Major Depressive Disorder","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Anhedonia; Aripiprazole; Major depressive disorder; Neuroimaging; Schizophrenia (object-oriented programming); Default mode network; Functional neuroimaging; Salience (neuroscience)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002496133,0.000136108,0.0002002199,0.000198965,0.0001373202,0.0002858099,0.0001287132,0.0002620419,0.001776265],"category_scores_gemma":[0.0009553236,0.00008949114,0.0001451055,0.0001352559,0.0000689696,0.000152526,0.00009193443,0.0002933007,0.000169014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000235274,"about_ca_system_score_gemma":0.000179234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789231,"about_ca_topic_score_gemma":0.005629932,"domain_scores_codex":[0.9999464,0.00001401955,0.000005220938,0.00001131992,0.00001393487,0.000009097508],"domain_scores_gemma":[0.9998066,0.00004283561,0.00007636653,0.000009186046,0.00003926321,0.0000258641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007143416,0.001352548,0.7317125,0.0004972378,0.0007923858,0.0006455347,0.0005786309,0.0006238493,0.05749743,0.0002569548,0.003687181,0.1952123],"study_design_scores_gemma":[0.00005603828,0.0006620461,0.9976223,0.00001699139,0.00007348712,0.0002024952,0.00007440408,0.0002435622,0.0007564511,0.0000593758,0.0002285759,0.000004199444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965944,0.0009278265,0.0001925448,0.0001582699,0.000009227064,0.00004567882,0.000395463,0.00001230751,0.001664309],"genre_scores_gemma":[0.9971004,0.0007908799,0.0005858738,0.0001109862,0.0000151317,0.00005202671,0.0005035607,0.000003023447,0.000838051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001789231,"threshold_uncertainty_score":0.005942225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04132710894035226,"score_gpt":0.3370017596086617,"score_spread":0.2956746506683095,"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."}}