{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002755471,0.00006493404,0.0002501208,0.0001023831,0.00006693259,0.000001763877,0.00004913682,0.0000376369,0.00004946014],"category_scores_gemma":[0.000523731,0.00005868381,0.00002428258,0.0001871954,0.00004469597,0.00002359802,0.00009063647,0.0001813292,7.157309e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003520379,"about_ca_system_score_gemma":0.00003151155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002481403,"about_ca_topic_score_gemma":0.0001686293,"domain_scores_codex":[0.9990082,0.0001650883,0.0001721501,0.000171636,0.0003362211,0.000146654],"domain_scores_gemma":[0.9992809,0.0002967864,0.0001221563,0.0001360909,0.0001108092,0.00005324313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001146103,0.0001227929,0.9124787,0.00003895962,0.00007073609,0.000001747834,0.0005713123,0.0004060395,0.08155274,0.000005549373,0.0005184744,0.003086817],"study_design_scores_gemma":[0.001841354,0.003378145,0.990118,0.00000591456,0.00003012318,0.000003963702,0.00003443705,0.0002189283,0.003314381,0.000002911293,0.001012885,0.00003891275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960924,0.00005477864,0.00002866784,0.003253013,0.00003882158,0.0003741535,0.00006550775,0.00001277547,0.00007986249],"genre_scores_gemma":[0.9989504,0.0001083463,0.0003084934,0.0004954286,0.00002153992,0.00005941982,0.00001240142,0.000008651562,0.00003535053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07823835,"threshold_uncertainty_score":0.2393056,"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."}}