{"id":"W2615643304","doi":"10.1016/j.msard.2017.05.006","title":"Cognitive impairment in Chinese IIDDs revealed by MoCA and P300","year":2017,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Cognitive impairment; Audiology; Multiple sclerosis; Cognition; Depression (economics); Internal medicine; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004443339,0.0003459353,0.0005928136,0.0001879129,0.0007433793,0.0001240804,0.0001398755,0.0002221713,0.00007216373],"category_scores_gemma":[0.001401285,0.000261211,0.0001060004,0.0001672432,0.0007462989,0.000234403,0.0003268349,0.0004834266,0.00001449475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005811474,"about_ca_system_score_gemma":0.0000327689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219199,"about_ca_topic_score_gemma":0.0007063456,"domain_scores_codex":[0.997912,0.00009554298,0.0004312439,0.0006394588,0.0003591035,0.0005626091],"domain_scores_gemma":[0.9987512,0.000266481,0.0001729264,0.0004070737,0.00008572225,0.0003166457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005571282,0.0004851565,0.9439753,0.0001265402,0.0002294409,0.000007858599,0.00134167,0.000002381285,0.005430961,0.000003861845,0.0009675075,0.04687218],"study_design_scores_gemma":[0.01583566,0.000350764,0.9789096,0.0006502859,0.00005846642,0.000005140444,0.000792394,0.002740945,0.00009016665,0.00006976996,0.000210058,0.0002867137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869696,0.004260654,0.000006204246,0.004721623,0.00009968263,0.001290943,0.00006946503,0.00005697149,0.002524862],"genre_scores_gemma":[0.9704545,0.02848108,0.00008211639,0.0001259112,0.00002239198,0.0001407358,0.00004393392,0.00004052386,0.0006088131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04658546,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636529419969416,"score_gpt":0.2937650521415369,"score_spread":0.2673997579418427,"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."}}