{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005699337,0.0003249658,0.000185141,0.0005115392,0.0002771409,0.0004066359,0.0001557456,0.000206356,0.0009171561],"category_scores_gemma":[0.002659636,0.0001288213,0.0003223105,0.0004036427,0.0001979685,0.0001646837,0.0002972792,0.0003563773,0.00009745811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321844,"about_ca_system_score_gemma":0.0002132028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059915,"about_ca_topic_score_gemma":0.003451216,"domain_scores_codex":[0.9996591,0.0001263052,0.0000353324,0.00004607955,0.00006957571,0.00006368019],"domain_scores_gemma":[0.9985871,0.0003326364,0.0006816779,0.00006483698,0.0001213626,0.0002123813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001687185,0.00008627258,0.9939172,0.0000162993,0.00007830316,0.0001175731,0.00008903893,0.00003714443,0.0004243014,0.00001936085,0.00004190119,0.005003909],"study_design_scores_gemma":[0.000002282026,0.00006794984,0.9995567,0.000004550285,0.00001557906,0.0001585744,0.00003536387,0.00006829683,0.00002875427,0.00002688228,0.00003379807,0.000001144953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988244,0.0004440853,0.00008585984,0.00004932416,0.000006944576,0.000009289742,0.00005678443,0.000001728963,0.0005216675],"genre_scores_gemma":[0.9996403,0.00009832266,0.00009194478,0.00001433783,0.00000628991,0.000002826279,0.00003038866,3.484842e-7,0.0001151736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002059915,"threshold_uncertainty_score":0.004095912,"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."}}