{"id":"W2605433878","doi":"10.1016/j.pscychresns.2017.04.009","title":"Basal forebrain mediated increase in brain CRF is associated with increased cholinergic tone and depression","year":2017,"lang":"en","type":"article","venue":"Psychiatry Research Neuroimaging","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"National Institute of Mental Health","keywords":"Basal forebrain; Cholinergic; Depression (economics); Basal (medicine); Cholinergic neuron; Forebrain; Neuroscience; Psychology; Internal medicine; Endocrinology; Medicine; Central nervous system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001328999,0.0002698098,0.0002585565,0.0003258114,0.0002575932,0.0004196437,0.0001741171,0.000361938,0.001520443],"category_scores_gemma":[0.0004064293,0.0001791685,0.0001292229,0.0002028096,0.0003169487,0.0001281106,0.0001717463,0.0006261987,0.0001121944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260672,"about_ca_system_score_gemma":0.0001415688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063508,"about_ca_topic_score_gemma":0.003662541,"domain_scores_codex":[0.9999475,0.00001203488,0.000003733248,0.00001450143,0.00001231499,0.000009982317],"domain_scores_gemma":[0.9997293,0.00004634506,0.0001308404,0.00002049116,0.0000245946,0.00004839494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01286539,0.001267802,0.713306,0.0002907912,0.0007818768,0.004377916,0.000582077,0.0002870434,0.2401285,0.0004323509,0.000623757,0.02505655],"study_design_scores_gemma":[0.00001772327,0.0001493447,0.9978067,0.000005520444,0.00002959815,0.0004790951,0.00006742463,0.00007109008,0.00124282,0.00007365634,0.00005454742,0.000002404151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982026,0.0005455562,0.0002522382,0.00006411077,0.000007953116,0.00001164488,0.0001171375,0.000005905189,0.0007928119],"genre_scores_gemma":[0.9989719,0.0002763028,0.000191066,0.00003519593,0.00001446619,0.00001397961,0.000102915,0.000001823083,0.0003923723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002063508,"threshold_uncertainty_score":0.005086422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06246471475542439,"score_gpt":0.384849504506541,"score_spread":0.3223847897511166,"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."}}