{"id":"W4388947332","doi":"10.1016/j.msard.2023.105138","title":"The influence of personality in persons with MS","year":2023,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Ontario Shores Centre for Mental Health Sciences; Lawson Health Research Institute; Western University","funders":"","keywords":"Conscientiousness; Neuroticism; Extraversion and introversion; Big Five personality traits; Personality; Clinical psychology; Psychological intervention; Anxiety; Medicine; Depression (economics); Psychology; Psychiatry; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007914357,0.0002516494,0.0003521333,0.0008967099,0.001342524,0.00111425,0.0002563024,0.0004452524,0.001161788],"category_scores_gemma":[0.006670123,0.0002126283,0.0006251422,0.0009914662,0.0004424829,0.0004167231,0.0007617761,0.0008712452,0.0001543066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006476858,"about_ca_system_score_gemma":0.0005711815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117104,"about_ca_topic_score_gemma":0.01975539,"domain_scores_codex":[0.9986989,0.0008232,0.00008900162,0.00006845502,0.0001363638,0.0001840463],"domain_scores_gemma":[0.995067,0.001665868,0.00124454,0.0002226786,0.0003508991,0.001448987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003120178,0.0001208131,0.9934643,0.00001666762,0.0001560322,0.0003022387,0.0007702404,0.00004031398,0.0002215477,0.00006320072,0.0001012355,0.004431253],"study_design_scores_gemma":[0.00000251066,0.00005049298,0.999195,0.00000450553,0.00002025681,0.0001224641,0.0004683447,0.00002672507,0.00001553779,0.00002310393,0.00006852769,0.000002431446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971997,0.0006354764,0.00002442328,0.0001959527,0.00002850596,0.000003510594,0.00006620323,0.000001462702,0.001844861],"genre_scores_gemma":[0.9995373,0.0002003411,0.0000254048,0.00003791992,0.00002037997,0.000001515096,0.00002756853,8.74891e-7,0.0001486078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117104,"threshold_uncertainty_score":0.02328449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349684131353105,"score_gpt":0.2747708695779367,"score_spread":0.2398024564426262,"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."}}