{"id":"W2075112416","doi":"10.1159/000166602","title":"Monthly Ambient Sunlight, Infections and Relapse Rates in Multiple Sclerosis","year":2008,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; University of Tasmania; National Health and Medical Research Council; Multiple Sclerosis International Federation; Multiple Sclerosis Society of Canada; Michael Smith Health Research BC","keywords":"Medicine; Internal medicine; Multiple sclerosis; Vitamin D and neurology; Cohort; Gastroenterology; Population; Proportional hazards model; Sunlight; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004932219,0.0002068394,0.0006670943,0.0003100357,0.0002438855,0.000004456851,0.00007795102,0.0001312495,0.00004588241],"category_scores_gemma":[0.01064153,0.0001713668,0.00009311498,0.0003344398,0.0005668888,0.00008305269,0.0001768499,0.0005401312,0.00005352021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007148494,"about_ca_system_score_gemma":0.00005103012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106438,"about_ca_topic_score_gemma":0.0007603585,"domain_scores_codex":[0.9977287,0.0005189411,0.0005059377,0.0005302409,0.0001511872,0.0005650049],"domain_scores_gemma":[0.9968633,0.002406161,0.00006085601,0.0003423565,0.00009627691,0.000231028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001309372,0.0002389454,0.965786,0.00002820622,0.00002888522,0.0000826664,0.000201061,0.00009214266,0.02450103,0.00006172098,0.008284836,0.0005636031],"study_design_scores_gemma":[0.002056633,0.0004997411,0.9870853,0.00005144594,0.00001313594,0.0000981021,0.0000347261,0.002456201,0.001189013,0.00004217552,0.006356187,0.0001172971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916818,0.0007672834,0.00002099756,0.005652667,0.0001725764,0.0005278796,0.00001348845,0.00008035319,0.001082953],"genre_scores_gemma":[0.9896002,0.008072483,0.0004421703,0.001399915,0.0000982448,0.0001537975,0.00001405945,0.0000239463,0.0001951508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02331202,"threshold_uncertainty_score":0.9976923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583944330487212,"score_gpt":0.3370273155052472,"score_spread":0.178632882456526,"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."}}