{"id":"W4205834102","doi":"10.1038/s41398-021-01768-y","title":"Sex-specific neural responses to acute psychosocial stress in depression","year":2022,"lang":"en","type":"article","venue":"Translational Psychiatry","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; China Scholarship Council; National Natural Science Foundation of China","keywords":"Anterior cingulate cortex; Major depressive disorder; Functional magnetic resonance imaging; Orbitofrontal cortex; Dorsolateral prefrontal cortex; Prefrontal cortex; Depression (economics); Nucleus accumbens; Schizophrenia (object-oriented programming)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006290722,0.0001715321,0.0001622645,0.0002760918,0.000427519,0.0000459376,0.0004095338,0.0000463564,0.0009312185],"category_scores_gemma":[0.00001540476,0.0001847351,0.0001108509,0.000672614,0.00003965559,0.0001263478,0.00005768269,0.000351341,0.00003385978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003233611,"about_ca_system_score_gemma":0.0001076432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001516175,"about_ca_topic_score_gemma":0.0000490722,"domain_scores_codex":[0.9977083,0.000360855,0.0003363913,0.0005791667,0.0006794197,0.0003358885],"domain_scores_gemma":[0.9993395,0.0002246191,0.00006188377,0.000254211,0.00001186992,0.000107942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02409424,0.001682678,0.6413954,0.00002861582,0.00002945958,0.0001926257,0.003737725,0.01943566,0.1795815,0.01411202,0.01007595,0.1056341],"study_design_scores_gemma":[0.004101714,0.0005234136,0.9301099,0.00004181722,0.00001979744,0.0001329845,0.0005833491,0.002267747,0.008130085,0.006955966,0.04626045,0.0008728009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891157,0.000417772,0.0003000728,0.006186233,0.001585459,0.0003929714,0.000548919,0.0000816925,0.001371136],"genre_scores_gemma":[0.9967883,0.00004697722,0.0004817847,0.00165879,0.0002219667,0.000154823,0.00001656663,0.00002903525,0.0006017478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2887145,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285076250100718,"score_gpt":0.3122391734578929,"score_spread":0.2793884109568857,"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."}}