{"id":"W4223597535","doi":"10.1212/wnl.0000000000200545","title":"Association of Latitude and Exposure to Ultraviolet B Radiation With Severity of Multiple Sclerosis","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tasmania; Multiple Sclerosis Society of Canada; Teva Pharmaceutical Industries; Celgene; Fondazione Italiana Sclerosi Multipla; Mylan; Biogen; Sanofi","keywords":"Multiple sclerosis; Ultraviolet radiation; Association (psychology); Medicine; Chemistry; Immunology; Psychology; Radiochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005745603,0.0001437068,0.000241113,0.0005037349,0.0002468442,0.0005076811,0.0002062714,0.0002004616,0.00189529],"category_scores_gemma":[0.002871496,0.0001242885,0.0003281535,0.0008774273,0.0001917334,0.0001842655,0.0003067416,0.0002617193,0.0002353052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936257,"about_ca_system_score_gemma":0.0002889261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006724888,"about_ca_topic_score_gemma":0.005932467,"domain_scores_codex":[0.9994993,0.0002041568,0.00006465078,0.0001051243,0.00007263714,0.00005397892],"domain_scores_gemma":[0.9975402,0.0006022871,0.001271287,0.0001566211,0.0002114513,0.0002180692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009092916,0.000005069372,0.9990456,0.000007831705,0.00004345952,0.00001643457,0.0000232329,0.00003944654,0.0001122355,0.000007913517,0.00003253903,0.0005753258],"study_design_scores_gemma":[0.000003170572,0.0000393722,0.9994087,0.000005036379,0.00002705449,0.00012166,0.00007000783,0.00009918892,0.00004359398,0.00001280768,0.0001675593,0.000001750738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980102,0.000622233,0.0001749332,0.00005632323,0.000007455282,0.000004036063,0.0005974926,0.000005513961,0.0005217686],"genre_scores_gemma":[0.9994134,0.0001479857,0.00009080307,0.000006650061,0.00000768979,0.000003325479,0.0002355545,0.000001740622,0.00009287276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006724888,"threshold_uncertainty_score":0.01337153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921324820586883,"score_gpt":0.263018589520329,"score_spread":0.2338053413144602,"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."}}