{"id":"W3048383521","doi":"10.1177/1352458520948212","title":"Clinical and MRI characteristics of multiple sclerosis in patients of Middle Eastern and North African ancestry residing in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Multiple sclerosis; Expanded Disability Status Scale; Internal medicine; Disease; Incidence (geometry); Magnetic resonance imaging; Demography; Pediatrics; Psychiatry; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002468922,0.000321988,0.0003603181,0.0009123938,0.002242275,0.000746951,0.0006654182,0.0003765282,0.002086707],"category_scores_gemma":[0.001139745,0.0002292716,0.0002722849,0.001990516,0.0005644304,0.0002738216,0.0005053096,0.0003245602,0.000304771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008194647,"about_ca_system_score_gemma":0.009130791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9426606,"about_ca_topic_score_gemma":0.9630118,"domain_scores_codex":[0.999639,0.00002102378,0.00003088493,0.00006678262,0.0001157795,0.0001264749],"domain_scores_gemma":[0.9989059,0.00006300517,0.0002642772,0.00002873673,0.0003813826,0.0003567502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001092761,0.00002003135,0.9975203,0.00001594181,0.00002184975,0.00023679,0.00040292,0.00003528738,0.0003172259,0.00002067802,0.0003601737,0.0009396217],"study_design_scores_gemma":[0.000005909054,0.00001999991,0.9988769,0.000007938303,0.00001101082,0.0002067227,0.0005234608,0.00005458266,0.0000218287,0.000007626987,0.0002604219,0.0000037123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968245,0.0003139623,0.00002121528,0.00009255182,0.000004961571,0.00002135958,0.001298849,0.000003564189,0.001418945],"genre_scores_gemma":[0.9987724,0.0001613362,0.00004105737,0.00005042789,0.000004669222,0.000009254429,0.0006002125,0.000002024439,0.0003586732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05733937,"threshold_uncertainty_score":0.1153541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2215234584133794,"score_gpt":0.2892749976677795,"score_spread":0.06775153925440017,"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."}}