{"id":"W2058133061","doi":"10.1186/ar4618","title":"Is prevention of systemic lupus erythematosus a goal?","year":2014,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health; Lupus Research Alliance; Canadian Arthritis Network; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Arthritis Society; Central New York Community Foundation; Merck KGaA; Lupus Foundation of America","keywords":"Rheumatology; Medicine; Internal medicine; Physical therapy; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00968157,0.0008253618,0.003324379,0.0009108659,0.00126246,0.004934697,0.001519121,0.008910167,0.01010623],"category_scores_gemma":[0.02344661,0.0003588943,0.001134908,0.0007390784,0.005368989,0.007288256,0.001938848,0.01670137,0.007091246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953733,"about_ca_system_score_gemma":0.004836862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082274,"about_ca_topic_score_gemma":0.0009593638,"domain_scores_codex":[0.9948652,0.002179125,0.0004593905,0.0006090534,0.001442528,0.0004447142],"domain_scores_gemma":[0.9778488,0.01233365,0.001428084,0.001410269,0.003952146,0.003027094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008200543,0.0007966312,0.003334881,0.003972998,0.0004855377,0.000493134,0.0003096875,0.0002975528,0.00121111,0.07080933,0.3700716,0.5473976],"study_design_scores_gemma":[0.0002890245,0.0007181271,0.00413895,0.008773235,0.000343247,0.001001714,0.0007613335,0.0002770978,0.0005321365,0.113908,0.8691773,0.00007986681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001157607,0.2135177,0.003038796,0.7582019,0.01726033,0.00002564043,0.0001081885,0.0002088218,0.006481091],"genre_scores_gemma":[0.04497534,0.4394197,0.00968202,0.4282796,0.06690576,0.0002289497,0.0003469043,0.0001999531,0.009961841],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01010623,"threshold_uncertainty_score":0.05120164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05504221936014276,"score_gpt":0.3678507901491646,"score_spread":0.3128085707890219,"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."}}