{"id":"W6964055466","doi":"10.25384/sage.12794183.v1","title":"MSJ948212_appendix – Supplemental material for 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":"Figshare","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Middle East; Low and middle income countries; Epidemiology; Magnetic resonance imaging","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005804072,0.00006506068,0.0001714711,0.000009029907,0.00002689849,0.00000573964,0.0001129492,0.00003901192,0.005943603],"category_scores_gemma":[0.0001433159,0.00006512483,0.0000104201,0.00005895731,0.00003809359,0.00008687667,0.0001651834,0.00006726988,0.000002401739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005042683,"about_ca_system_score_gemma":0.00004971068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2137129,"about_ca_topic_score_gemma":0.966106,"domain_scores_codex":[0.9992466,0.00002385301,0.0002788166,0.0001984574,0.000101436,0.0001508636],"domain_scores_gemma":[0.9996701,0.00008970762,0.0001168613,0.00004696476,0.000004552795,0.00007176996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008802025,0.00002856427,0.9974499,0.00003205556,0.000001354479,0.000002335255,0.0002714218,0.000005202542,0.00004776684,1.089684e-7,0.001813473,0.0002597677],"study_design_scores_gemma":[0.0006244397,0.0001072943,0.9979199,0.00009246054,0.000001624885,2.003267e-7,0.00005876362,0.0004838349,0.0001925183,0.000001231979,0.0004527926,0.00006499775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255464,0.000001917286,5.700651e-8,0.00003182126,0.00002753481,0.0001768292,0.07418729,0.000001325087,0.00002684099],"genre_scores_gemma":[0.9937696,0.000002249463,0.00008585702,0.00005713442,0.00000611409,0.00001424396,0.006058206,0.000002743056,0.000003837934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7523931,"threshold_uncertainty_score":0.9949651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066582946467852,"score_gpt":0.2357358639021775,"score_spread":0.1290775692553924,"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."}}