{"id":"W4241962495","doi":"10.17576/mh.2021.1601.06","title":"The Big-Five Personality Traits and Quality of Life in Elderly Malaysian Patients with Diabetes Mellitus: A Cross-Sectional Study","year":2021,"lang":"en","type":"article","venue":"Medicine & health","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Kebangsaan Malaysia; University of Toronto","keywords":"Conscientiousness; Agreeableness; Neuroticism; Beck Anxiety Inventory; Big Five personality traits; Beck Depression Inventory; Extraversion and introversion; Quality of life (healthcare); Clinical psychology; Population; Personality; Anxiety; Medicine; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001053511,0.000258319,0.0003307302,0.0006430491,0.000422502,0.0005113508,0.000222826,0.0003731605,0.0007709482],"category_scores_gemma":[0.001373215,0.0003552164,0.00048326,0.0007230793,0.0001789034,0.0004223224,0.0004295996,0.0005727742,0.0001920976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856042,"about_ca_system_score_gemma":0.0002560709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003376677,"about_ca_topic_score_gemma":0.006167179,"domain_scores_codex":[0.9996737,0.00009099302,0.00005628212,0.00005521964,0.00007517975,0.00004865978],"domain_scores_gemma":[0.9990688,0.000142658,0.0003691842,0.00006378884,0.0001234426,0.0002322337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003842252,0.00004685442,0.9990712,0.000009555051,0.00003690786,0.0000244248,0.00009615772,0.00001116349,0.00005123636,0.000003873424,0.00003436197,0.0005756919],"study_design_scores_gemma":[0.000003445098,0.000125614,0.999363,0.000007493991,0.00001852691,0.0001299009,0.0001981664,0.00005546671,0.0000155297,0.000004775442,0.00007548962,0.000002605727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993836,0.0002081929,0.00003390433,0.00002673829,0.000004087511,0.00001309819,0.0001741366,8.225776e-7,0.0001554525],"genre_scores_gemma":[0.9993665,0.0001660359,0.0001271797,0.00003834711,0.000006828582,0.00001609745,0.0001845382,4.968484e-7,0.00009400307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003376677,"threshold_uncertainty_score":0.006714046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06959404563947263,"score_gpt":0.3937067558954185,"score_spread":0.3241127102559459,"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."}}