{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000145132,0.0003574821,0.0005385919,0.0001494274,0.0009730367,0.0001967198,0.0003242843,0.0001252639,0.0000723994],"category_scores_gemma":[0.0009967249,0.0003620163,0.00008457692,0.0004059266,0.0002835763,0.0002697391,0.0006325018,0.0007658466,0.000008795605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006960958,"about_ca_system_score_gemma":0.0003733607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616562,"about_ca_topic_score_gemma":0.0002179025,"domain_scores_codex":[0.9959611,0.001585208,0.0005286504,0.000793828,0.0004276405,0.0007035792],"domain_scores_gemma":[0.996959,0.001446023,0.0002782233,0.0008036033,0.00008984378,0.0004233331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000364654,0.0008942304,0.3906531,0.0002527051,0.00001632879,0.0007379168,0.002999071,0.000004921493,0.2264854,0.0002400874,0.0002120524,0.3771395],"study_design_scores_gemma":[0.001131951,0.0003487988,0.9007272,0.0001958028,0.00003101006,0.000155342,0.001044775,0.00002450687,0.09539312,0.00005386949,0.0005759731,0.0003176462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943641,0.002929366,0.00004098642,0.001033277,0.0002101397,0.0006062931,0.0005555507,0.0001415306,0.0001186862],"genre_scores_gemma":[0.9950583,0.003207659,0.00009269243,0.001103923,0.0000845434,0.00007087524,0.00006054878,0.00005607959,0.0002654017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5100741,"threshold_uncertainty_score":0.9998832,"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."}}