{"id":"W4406035973","doi":"10.1177/13524585241310104","title":"Post-acute sequela of COVID-19 infection in individuals with multiple sclerosis","year":2025,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Multiple Sclerosis Society","keywords":"Sequela; Multiple sclerosis; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Coronavirus Infections; Pandemic; Virology; Disease; Immunology; Internal medicine; Outbreak; Psychiatry; Infectious disease (medical specialty)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001631006,0.0004932777,0.001022372,0.001599604,0.0003685285,0.0001595251,0.0003578159,0.0003476491,0.0001689241],"category_scores_gemma":[0.004906292,0.0004107381,0.000362481,0.001384405,0.0003210939,0.0005824115,0.0001887781,0.001073151,0.00002256258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106858,"about_ca_system_score_gemma":0.001569735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391077,"about_ca_topic_score_gemma":0.001614017,"domain_scores_codex":[0.9961897,0.0004461943,0.001129663,0.0005859673,0.0009120873,0.0007364013],"domain_scores_gemma":[0.9958815,0.001575354,0.0006405867,0.0006359532,0.0004987225,0.0007678752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001247064,0.000595391,0.8843063,0.0004898588,0.000570046,0.00007271833,0.0008055783,0.001075679,0.1064649,0.00002944575,0.001295898,0.003047085],"study_design_scores_gemma":[0.01991622,0.001028161,0.9563933,0.002472161,0.0004568346,0.0002519784,0.0001709107,0.0008719462,0.01675181,0.00008133901,0.001225646,0.0003796771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868578,0.0003700419,0.004155233,0.006271582,0.0004445586,0.001415878,0.0001223884,0.0001387795,0.000223752],"genre_scores_gemma":[0.9885866,0.000752604,0.005622,0.004497318,0.0001588348,0.00009812062,0.0000534424,0.00006762447,0.0001634582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08971313,"threshold_uncertainty_score":0.9998344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04335266949194842,"score_gpt":0.3022120717825216,"score_spread":0.2588594022905731,"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."}}