{"id":"W3110854328","doi":"10.1080/1028415x.2020.1846357","title":"Adherence to a healthy lifestyle and multiple sclerosis: a case–control study from the UK Biobank","year":2020,"lang":"en","type":"article","venue":"Nutritional Neuroscience","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Ministero della Salute","keywords":"Medicine; Confounding; Odds ratio; Logistic regression; Multiple sclerosis; Confidence interval; Body mass index; Biobank; Cohort; Case-control study; Cohort study; Disease; Odds; Internal medicine; Physical therapy; Demography; Gerontology; Bioinformatics; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001809357,0.0004499953,0.0009369151,0.001615442,0.001083548,0.001118972,0.0008183803,0.001106202,0.004549168],"category_scores_gemma":[0.00837509,0.000825844,0.0004847691,0.003857263,0.0005924007,0.000706211,0.001030382,0.0007332552,0.0005443798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009714785,"about_ca_system_score_gemma":0.0006635411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03182322,"about_ca_topic_score_gemma":0.02404124,"domain_scores_codex":[0.9963575,0.001318343,0.0006189019,0.000809698,0.0006029169,0.0002925978],"domain_scores_gemma":[0.9946267,0.001290447,0.002368193,0.0007869595,0.0005284661,0.0003992352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007133313,0.0001811469,0.9934976,0.0001451743,0.0002462497,0.0006381593,0.0008561413,0.00003659142,0.0005159803,0.00007587408,0.0007908195,0.002302913],"study_design_scores_gemma":[0.0001169367,0.0002217273,0.997407,0.00006920375,0.0001680616,0.0007719611,0.0002827963,0.0001189862,0.00005479398,0.00002987368,0.0007466807,0.0000120218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962282,0.001333468,0.0002522028,0.0001415022,0.0000189613,0.0001037006,0.001395905,0.000004827384,0.0005211746],"genre_scores_gemma":[0.9974552,0.0005901021,0.0002802906,0.0001219233,0.00003051472,0.0001522339,0.0009358974,0.000004542988,0.000429238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03182322,"threshold_uncertainty_score":0.06327599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1648289230318117,"score_gpt":0.3445331251126095,"score_spread":0.1797042020807979,"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."}}