{"id":"W2353034744","doi":"","title":"The role of personality traits in cognitive function of depression with cognitive impairments","year":2014,"lang":"en","type":"article","venue":"Journal of International Psychiatry","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Psychoticism; Wechsler Adult Intelligence Scale; Neuroticism; Extraversion and introversion; Hamd; Cognition; Eysenck Personality Questionnaire; Wisconsin Card Sorting Test; Clinical psychology; Personality; Depression (economics); Psychiatry; Big Five personality traits; Developmental psychology; Rating scale; Neuropsychology","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":[0.0007349401,0.0001015345,0.0001931348,0.0001343247,0.00004554568,0.00001100788,0.0001526,0.00005176025,0.0002655069],"category_scores_gemma":[0.0003645402,0.00006637299,0.0001188794,0.0001172715,0.0001297969,0.0001233638,0.00002381888,0.0002561688,0.000002258917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002319841,"about_ca_system_score_gemma":0.00007788407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008373729,"about_ca_topic_score_gemma":0.0001270425,"domain_scores_codex":[0.9986231,0.0001751526,0.0005642269,0.0001281953,0.0003819962,0.0001272844],"domain_scores_gemma":[0.9972718,0.0008926145,0.0008662822,0.00005098133,0.000877222,0.00004114448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004047442,0.000588968,0.9317278,0.00001300139,0.0003992461,0.000002110551,0.001335811,0.000006818214,0.000219281,0.001814661,0.00006468606,0.05978012],"study_design_scores_gemma":[0.002801192,0.0009552403,0.972994,0.0006892493,0.00008298069,0.00007626649,0.01608089,0.00006804971,0.0001395917,0.005901066,0.0001412838,0.00007022353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741054,0.0006518611,0.0008205877,0.0002032615,0.0007821266,0.0001129582,0.00002944284,0.000002939562,0.02329149],"genre_scores_gemma":[0.9994045,0.000009699158,0.0001304864,0.00009109309,0.0002753216,0.000005665195,0.000003838332,0.000009632249,0.00006972242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0597099,"threshold_uncertainty_score":0.2907115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281089894757741,"score_gpt":0.302682475705821,"score_spread":0.2898715767582435,"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."}}