{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009812196,0.0002751807,0.0003658086,0.000490536,0.0009939764,0.0007299088,0.0005043042,0.0009058249,0.000652889],"category_scores_gemma":[0.001422548,0.0006076576,0.0004310369,0.0009514816,0.0004450137,0.0006654733,0.0008744944,0.001073685,0.0001798305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006379496,"about_ca_system_score_gemma":0.0009136926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08855789,"about_ca_topic_score_gemma":0.1493574,"domain_scores_codex":[0.9995154,0.0002145061,0.00003742224,0.0001033268,0.0000544344,0.00007483383],"domain_scores_gemma":[0.999011,0.0001419223,0.000254915,0.0001181731,0.0001551554,0.000318865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002839232,0.00006584863,0.9990746,0.000003049957,0.00006650625,0.00002162839,0.0001398484,0.00001875015,0.00006362342,0.00001106999,0.0001645851,0.0003421219],"study_design_scores_gemma":[0.000004095398,0.00002580637,0.9993219,0.000004331687,0.00002604039,0.0000352387,0.0004043193,0.00005205533,0.00001008758,0.000009034635,0.0001051218,0.000001981754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987468,0.0001769596,0.00007092061,0.0001158534,0.00000933106,0.00001043993,0.0006888742,0.00000234551,0.0001784155],"genre_scores_gemma":[0.9985484,0.0001653498,0.0001227357,0.0001713793,0.000007928461,0.00002165596,0.0007580289,0.000001770679,0.0002025945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08855789,"threshold_uncertainty_score":0.1760849,"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."}}