{"id":"W2055148230","doi":"10.7224/1537-2073-14.2.77","title":"Intra-individual Variability as a Measure of Information Processing Difficulties in Multiple Sclerosis","year":2012,"lang":"en","type":"article","venue":"International Journal of MS Care","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Multiple sclerosis; Cognition; Standard deviation; Coefficient of variation; Effects of sleep deprivation on cognitive performance; Information processing; Audiology; Cognitive psychology; Statistics; Psychology; Psychiatry","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":[0.0009572915,0.0001134191,0.0002947918,0.0003768503,0.00003614984,0.00003871048,0.0002438055,0.00007414538,0.00005675434],"category_scores_gemma":[0.003978727,0.00008698966,0.0001304609,0.0001588082,0.0001022001,0.0009290079,0.0001002068,0.0003139217,0.00000511049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340427,"about_ca_system_score_gemma":0.0002166356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009254138,"about_ca_topic_score_gemma":0.00002804666,"domain_scores_codex":[0.9975033,0.00008834054,0.0006914025,0.0000675443,0.001448375,0.0002010253],"domain_scores_gemma":[0.9967823,0.0001938672,0.0004117677,0.00009022152,0.002399887,0.0001219434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008437188,0.0003707495,0.8112525,0.0002475495,0.0002777491,0.000004625265,0.02784243,0.0001034893,0.01412163,0.00003744866,0.000322717,0.1445754],"study_design_scores_gemma":[0.002831407,0.0001406315,0.9753891,0.0009636566,0.0000409692,0.00004857396,0.008137913,0.00008736647,0.01173241,0.0000148961,0.000532844,0.00008022056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970073,0.0007298218,0.0003760622,0.0005753721,0.0003479889,0.0001999546,0.0000470939,0.000008321524,0.0007081562],"genre_scores_gemma":[0.9974062,0.0001335168,0.002018123,0.00008269888,0.0003158451,0.000008446875,0.00002403272,0.000007106343,0.000004008396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1641366,"threshold_uncertainty_score":0.4763195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0644257065029185,"score_gpt":0.3185248456932341,"score_spread":0.2540991391903156,"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."}}