{"id":"W3186513985","doi":"10.1002/art.41935","title":"Association of a Combination of Healthy Lifestyle Behaviors With Reduced Risk of Incident Systemic Lupus Erythematosus","year":2021,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute; National Institutes of Health; Lupus Foundation of America","keywords":"Systemic risk; Association (psychology); Medicine; Systemic lupus; Immunology; Internal medicine; Psychology; Disease; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074932,0.0001828112,0.001399873,0.0003159196,0.00005460666,0.000005527046,0.0001287738,0.0002642656,0.00007054563],"category_scores_gemma":[0.001429474,0.0001719108,0.0001537075,0.0005790813,0.0001762272,0.00007979517,0.00007933365,0.0002652533,0.00001213631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000255714,"about_ca_system_score_gemma":0.0008199075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007414037,"about_ca_topic_score_gemma":0.0005303153,"domain_scores_codex":[0.9963471,0.000667526,0.001409621,0.0003500974,0.0008477807,0.0003778319],"domain_scores_gemma":[0.9954292,0.0006901381,0.001638246,0.0005809588,0.001525784,0.0001356303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.000376652,0.0005729751,0.9817587,0.002327377,0.0002988774,0.00007834571,0.002459508,0.000003595906,0.01008842,0.001010217,0.0004127807,0.0006125249],"study_design_scores_gemma":[0.05328307,0.006957188,0.1774794,0.03201516,0.0009637402,0.5642258,0.02108259,0.0003518039,0.1418959,0.000816397,0.000126536,0.0008023999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937149,0.00446526,0.00008840743,0.0003683782,0.000362842,0.0007148982,0.00004190497,0.00003667423,0.0002067906],"genre_scores_gemma":[0.9949686,0.004178762,0.0004506884,0.00001017902,0.000008025716,0.00007493531,0.00005244306,0.00003772415,0.0002186522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8042793,"threshold_uncertainty_score":0.7010317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009331966152898974,"score_gpt":0.2717009047587133,"score_spread":0.2623689386058143,"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."}}