{"id":"W1977655668","doi":"10.1212/wnl.0b013e318216715e","title":"Relationship of UV exposure to prevalence of multiple sclerosis in England","year":2011,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; Wellcome Trust","keywords":"Multiple sclerosis; New england; Medicine; Demography; Environmental health; Immunology","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":[0.0002779885,0.00007809894,0.0002675682,0.0002182252,0.00001700606,6.328278e-7,0.0001120598,0.00008330445,0.000102672],"category_scores_gemma":[0.002480122,0.00006877073,0.00004109544,0.0002399828,0.0001363111,0.00002995956,0.00009807791,0.0002032875,0.00001123265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007388983,"about_ca_system_score_gemma":0.00002817973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002776505,"about_ca_topic_score_gemma":0.0003650488,"domain_scores_codex":[0.998954,0.0001512451,0.0003076057,0.0002077726,0.0001783823,0.0002009871],"domain_scores_gemma":[0.9989191,0.0005224968,0.00006945241,0.0002962372,0.0001189739,0.00007371284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001134186,0.0001678878,0.96831,0.0002074178,0.000009751847,0.000005314031,0.002286598,0.00001230325,0.02653692,0.00003302567,0.00003904376,0.001257562],"study_design_scores_gemma":[0.001660211,0.002170566,0.9883813,0.0000444219,0.0000124398,0.000003113779,0.00001211067,0.00004563922,0.007506297,0.00002409275,0.000101029,0.00003879019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981408,0.0001315056,0.00002135707,0.0004140455,0.00005318847,0.0003987894,0.00001421556,0.00001235813,0.0008137692],"genre_scores_gemma":[0.9988833,0.0001183944,0.0007416994,0.0001366518,0.00002155285,0.0000417105,0.000001084663,0.000009765323,0.00004582495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0200713,"threshold_uncertainty_score":0.2969116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497921511490665,"score_gpt":0.3060406682895668,"score_spread":0.1562485171405004,"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."}}