{"id":"W4295908343","doi":"10.1037/rep0000468","title":"What factors are associated with resilience in persons with multiple sclerosis? The role of personality traits.","year":2022,"lang":"en","type":"article","venue":"Rehabilitation Psychology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Conscientiousness; Big Five personality traits; Clinical psychology; Agreeableness; Neuroticism; Psychology; Personality; Psychological resilience; Self-efficacy; PsycINFO; Extraversion and introversion; Psychosocial; Psychiatry; Social psychology; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.0009422734,0.0001557889,0.0003808571,0.0001920463,0.0002447181,0.00001294302,0.0001882539,0.00005418451,0.0001692878],"category_scores_gemma":[0.001855934,0.00009782927,0.00008150558,0.0008697979,0.0007850856,0.0001575873,0.00005704203,0.0004644956,0.000001304524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002264724,"about_ca_system_score_gemma":0.00009245788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002202466,"about_ca_topic_score_gemma":0.001636146,"domain_scores_codex":[0.9974851,0.0007538754,0.0003029603,0.0004488606,0.0006777921,0.0003313895],"domain_scores_gemma":[0.9970278,0.002130777,0.0002116554,0.0003432248,0.0002137699,0.0000727748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000987991,0.0007436048,0.9650115,0.00002874026,0.00008254603,0.000001906545,0.0239825,0.0002022421,0.006963462,0.00002689711,0.0002139468,0.001754621],"study_design_scores_gemma":[0.002363153,0.001836038,0.8719947,0.0001499885,0.00001906127,0.000003507459,0.1229294,0.0001964827,0.00007812883,0.00003531875,0.0003054142,0.0000888572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906067,0.0004287781,0.00001056341,0.0076329,0.00004779654,0.000938837,0.00006191084,0.00002949474,0.0002430193],"genre_scores_gemma":[0.9990387,0.00004305086,0.0002158274,0.0002306854,0.00001013668,0.000363001,0.00002131606,0.00001915515,0.00005814166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09894688,"threshold_uncertainty_score":0.3989362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05242381479603439,"score_gpt":0.3326694175398325,"score_spread":0.2802456027437981,"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."}}