{"id":"W2977612432","doi":"10.1016/j.socscimed.2019.112586","title":"Genes, depressive symptoms, and chronic stressors: A nationally representative longitudinal study in the United States","year":2019,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Institute on Aging; University of Michigan; Heart Rhythm Society","keywords":"Stressor; Depressive symptoms; Longitudinal study; Medicine; Psychiatry; Depression (economics); Demography; Environmental health; Psychology; Gerontology; Sociology; Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211966,0.0001008816,0.0001558803,0.0001707864,0.000294875,0.00003154454,0.0002769162,0.00002672091,0.0004462528],"category_scores_gemma":[0.0004055134,0.00006538901,0.0000140909,0.00111886,0.001146682,0.0001170141,0.00007410062,0.0001821365,0.000007023974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009749876,"about_ca_system_score_gemma":0.0001003973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004710917,"about_ca_topic_score_gemma":0.0006245016,"domain_scores_codex":[0.9983234,0.000252472,0.0001948453,0.0003968138,0.0005329595,0.0002995504],"domain_scores_gemma":[0.9985632,0.0009305183,0.0001044107,0.0001373954,0.0002224695,0.00004204284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001971829,0.00009819907,0.8691121,0.000004813948,0.00001905288,0.00002179034,0.1226892,0.000004335473,0.00009438713,0.003397187,0.0001230202,0.0044161],"study_design_scores_gemma":[0.00122931,0.0004156266,0.889512,0.00003233028,0.00001897736,0.000006200422,0.107237,0.0001041141,0.000003928387,0.001233974,0.0001335661,0.00007301076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918724,0.0004181259,0.00001361516,0.001218631,0.0001732508,0.0006156394,0.000006994945,0.00001488306,0.005666437],"genre_scores_gemma":[0.9992679,0.000009289717,0.000001358145,0.0002642163,0.0002482962,0.00005469964,0.00001356307,0.000004953847,0.0001356926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02039985,"threshold_uncertainty_score":0.7121528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05117412292201667,"score_gpt":0.3988153366912823,"score_spread":0.3476412137692656,"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."}}