{"id":"W4401344157","doi":"10.1016/j.msard.2024.105802","title":"Clinical characteristics and disease burden of African, Caribbean, and Black people with multiple sclerosis in Toronto, Canada","year":2024,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"St. Michael's Hospital Foundation","keywords":"Multiple sclerosis; Medicine; Ethnic group; Disease; Caribbean region; Caribbean island; Gerontology; Immunology; Internal medicine; Latin Americans; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004588476,0.000408397,0.0008981969,0.0001464229,0.0001693513,0.00007866495,0.0001075027,0.000192748,0.00005894787],"category_scores_gemma":[0.001165736,0.0003140841,0.0001013612,0.0004004125,0.0008203159,0.0001958939,0.0002366077,0.0005075085,0.000001426849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212471,"about_ca_system_score_gemma":0.0004310366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4288915,"about_ca_topic_score_gemma":0.6344892,"domain_scores_codex":[0.9970505,0.0001531916,0.000832356,0.0008545254,0.0005322057,0.0005771916],"domain_scores_gemma":[0.9976794,0.0009261707,0.0001337092,0.0003611064,0.0001313647,0.000768245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008510711,0.0002278284,0.9498892,0.000893228,0.000447804,0.00002338111,0.002481356,0.00003601711,0.001079753,0.00003140216,0.0008308906,0.04320804],"study_design_scores_gemma":[0.004754601,0.000295859,0.9528236,0.001419777,0.0002279768,0.000003454138,0.004250736,0.03429231,0.00001588173,0.00001069551,0.001556161,0.0003489399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826549,0.01126846,0.00001503217,0.004115434,0.0001673095,0.001091925,0.0003174089,0.00006453757,0.0003049946],"genre_scores_gemma":[0.9550594,0.04430548,0.0001987683,0.00006211442,0.00005415027,0.00007419071,0.00006625809,0.00006400339,0.0001156051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055977,"threshold_uncertainty_score":0.9999311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275787336670657,"score_gpt":0.2687065539923009,"score_spread":0.2411278203252352,"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."}}