{"id":"W3150227420","doi":"10.1016/j.bbih.2021.100249","title":"Stressed, sick, and sad: Neuroendoimmune pathways between subjective lifetime stress and depression","year":2021,"lang":"en","type":"article","venue":"Brain Behavior & Immunity - Health","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Depression (economics); Depressive symptoms; Psychology; Stress (linguistics); Clinical psychology; Immune system; Chronic stress; Proinflammatory cytokine; Internal medicine; Medicine; Anxiety; Psychiatry; Inflammation; Neuroscience; Immunology","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":[0.0001585168,0.00009969503,0.0001299745,0.0001930404,0.0001651821,0.0003205246,0.00007942594,0.0001497697,0.001009707],"category_scores_gemma":[0.0007459465,0.0001111988,0.00007252453,0.0001145825,0.0002085919,0.0001585001,0.0002583141,0.0002353484,0.00004524901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341047,"about_ca_system_score_gemma":0.0001478723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158558,"about_ca_topic_score_gemma":0.008176584,"domain_scores_codex":[0.9999359,0.00002807165,0.000004088685,0.000009864644,0.00001137097,0.0000108132],"domain_scores_gemma":[0.9997376,0.00006288762,0.00009715085,0.000007782201,0.00001742269,0.00007724428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000541825,0.0000958942,0.9870225,0.00002799821,0.00006149648,0.0001608654,0.0006541309,0.00004678933,0.003631298,0.00007466709,0.00006301514,0.007619516],"study_design_scores_gemma":[0.000002366558,0.0000496751,0.9994602,0.000004109475,0.000006436302,0.00007914406,0.0002454994,0.0000408368,0.00004580148,0.00002084475,0.00004401238,0.000001124689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992589,0.0004180495,0.00003922932,0.00005573558,0.000003400194,0.000002139005,0.0000241213,3.905991e-7,0.00019789],"genre_scores_gemma":[0.9996978,0.0001605915,0.00003089196,0.0000178501,0.000003913698,0.000001708893,0.0000170278,1.228433e-7,0.00007012078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002158558,"threshold_uncertainty_score":0.004292011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04849214679842528,"score_gpt":0.3171028557675155,"score_spread":0.2686107089690902,"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."}}