{"id":"W3005677378","doi":"10.1159/000506161","title":"Risk of Mortality in Immigrants with Multiple Sclerosis in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Manitoba; Toronto Western Hospital; University of Toronto; University Health Network; North York General Hospital; University of Waterloo; Ontario Tobacco Research Unit; St. Michael's Hospital","funders":"","keywords":"Medicine; Demography; Hazard ratio; Proportional hazards model; Immigration; Comorbidity; Cohort; Population; Socioeconomic status; Cohort study; Internal medicine; Retrospective cohort study; Gerontology; Confidence interval; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005175691,0.0001813954,0.0009763272,0.0000917033,0.00002618486,0.000001336318,0.0001439907,0.00007194158,0.0000795265],"category_scores_gemma":[0.007588618,0.0001396556,0.00005880143,0.0003394363,0.0001781608,0.00003499788,0.0001039575,0.0007843248,0.000002403617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231373,"about_ca_system_score_gemma":0.0006643964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966956,"about_ca_topic_score_gemma":0.9996481,"domain_scores_codex":[0.9975442,0.0005829292,0.0006433027,0.0004712293,0.0002655787,0.0004927514],"domain_scores_gemma":[0.9977758,0.001463049,0.0001760224,0.0003019551,0.00007307245,0.0002101025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006377658,0.00007871103,0.9931211,0.00005744446,0.00005777045,0.0001009189,0.0003232214,0.0006460132,0.003305519,0.000004395206,0.001240016,0.0004271007],"study_design_scores_gemma":[0.002753435,0.0003712761,0.9937631,0.0000742402,0.00002282287,0.000002842642,0.0001056025,0.001876402,0.0004738165,0.000006018392,0.0004572638,0.0000931461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960971,0.00009312233,0.00001523485,0.002910484,0.00004427357,0.000500383,0.00003881047,0.00001360753,0.0002869406],"genre_scores_gemma":[0.9969831,0.000294041,0.0003177901,0.002295003,0.00002336091,0.00004538451,0.00001145604,0.0000158717,0.00001398284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007071049,"threshold_uncertainty_score":0.9084833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251075526972108,"score_gpt":0.303368875740555,"score_spread":0.1782613230433442,"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."}}