{"id":"W3005900254","doi":"10.1186/s12888-020-2440-9","title":"The role of perceived stress and cognitive function on the relationship between neuroticism and depression among the elderly: a structural equation model approach","year":2020,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroticism; Depression (economics); Structural equation modeling; Cognition; Psychology; Clinical psychology; Perceived Stress Scale; Stress (linguistics); Psychiatry; Personality; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002272894,0.00009636102,0.0001309669,0.0000189514,0.000457561,0.00001699472,0.00003926195,0.00006477833,0.000001065442],"category_scores_gemma":[0.0002414032,0.00004636961,0.00004328163,0.00009099355,0.000107099,0.00004585995,0.00002503921,0.0003199415,6.917699e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009895261,"about_ca_system_score_gemma":0.0001117359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004990498,"about_ca_topic_score_gemma":0.00002600602,"domain_scores_codex":[0.9990587,0.0001974873,0.0002067744,0.0001850843,0.0002093855,0.0001426045],"domain_scores_gemma":[0.9989766,0.0006009117,0.0001151918,0.0001352217,0.00003696988,0.0001351215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004942334,0.0000108189,0.993951,0.0001513902,0.00001005239,1.508495e-8,0.001079949,0.00004674416,0.000009085986,0.001082837,0.00003023852,0.003133672],"study_design_scores_gemma":[0.0007391985,0.0002775854,0.9502046,0.000113612,0.00015444,0.000002227607,0.005422662,0.04096224,0.000007514427,0.002071554,0.000002577031,0.00004179298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943966,0.0007259236,0.0009590237,0.001979925,0.0001128206,0.001069043,0.0000238412,0.00001590539,0.0007168812],"genre_scores_gemma":[0.998879,0.00002030386,0.0001300736,0.0006070431,0.0002761661,0.00003585947,0.0000294642,0.00001136659,0.00001071339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04374637,"threshold_uncertainty_score":0.3519236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06107594160617266,"score_gpt":0.3107640254329709,"score_spread":0.2496880838267982,"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."}}