{"id":"W2988238782","doi":"10.24869/psyd.2019.448","title":"PERSONALITY TRAITS ARE DIFFERENTLY ASSOCIATED WITH DEPRESSION AND ANXIETY: EVIDENCE FROM APPLYING BIVARIATE MULTIPLE BINARY LOGISTIC REGRESSION ON A LARGE SAMPLE OF GENERAL ADULTS","year":2019,"lang":"en","type":"article","venue":"Psychiatria Danubina","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Isfahan University of Medical Sciences","keywords":"Agreeableness; Conscientiousness; Extraversion and introversion; Big Five personality traits; Neuroticism; Anxiety; Logistic regression; Psychology; Clinical psychology; Population; Depression (economics); Personality; Demography; Medicine; Psychiatry; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006700418,0.0004906565,0.0007938909,0.0001751925,0.0002115961,0.00003881746,0.0003888433,0.0004184279,0.0007303703],"category_scores_gemma":[0.0002972415,0.0003643887,0.0001759568,0.0003531622,0.0001402491,0.0001459485,0.00009228558,0.0005553933,0.00004164295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005647662,"about_ca_system_score_gemma":0.00004450831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002985084,"about_ca_topic_score_gemma":0.0007606675,"domain_scores_codex":[0.9961289,0.0007939787,0.0005741873,0.00131726,0.0005066243,0.0006790166],"domain_scores_gemma":[0.9970591,0.00122474,0.0007085073,0.000676996,0.0001110678,0.0002195951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008530989,0.001257413,0.9781765,0.000105484,0.0002623146,0.00001287097,0.004165315,0.00001444448,0.002675494,0.0004064929,0.001211975,0.003180719],"study_design_scores_gemma":[0.008762423,0.0009312486,0.985269,0.001486042,0.0001349573,0.000008873317,0.0008952155,0.001135248,0.00003469671,0.0005627543,0.0003205932,0.0004590264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993006,0.001690401,0.0004624511,0.0005010026,0.001047411,0.0009896368,0.001756426,0.0001032826,0.0004434079],"genre_scores_gemma":[0.9977551,0.00007921624,0.0009033937,0.0003912556,0.0002310324,0.0001009861,0.0002666252,0.00005808671,0.0002142808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007092433,"threshold_uncertainty_score":0.9998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04711789187605601,"score_gpt":0.3173747955491796,"score_spread":0.2702569036731236,"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."}}