{"id":"W4298624894","doi":"10.1016/j.rdc.2022.06.005","title":"Systemic Lupus Erythematosus Risk","year":2022,"lang":"en","type":"review","venue":"Rheumatic Disease Clinics of North America","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"National Institutes of Health","keywords":"Etiology; Medicine; Immunology; Systemic lupus erythematosus; Microbiome; Lupus erythematosus; Autoimmune disease; Disease; Heavy metals; Environmental health; Environmental chemistry; Internal medicine; Biology; Bioinformatics; Chemistry; Antibody","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":[0.00060485,0.0009669546,0.002048214,0.00250036,0.0002133094,0.0008980943,0.0005066137,0.0007657686,0.010931],"category_scores_gemma":[0.001977125,0.0002530444,0.0009712828,0.002231196,0.0002319875,0.0005831551,0.0006629428,0.001504647,0.001686616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169599,"about_ca_system_score_gemma":0.00138762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002975712,"about_ca_topic_score_gemma":0.005224429,"domain_scores_codex":[0.9996527,0.00007925236,0.0000647655,0.00005587503,0.0001155697,0.00003180198],"domain_scores_gemma":[0.9994783,0.0002513095,0.0001450277,0.00001432822,0.00007493866,0.00003616543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002646215,0.00006770115,0.0013699,0.03553241,0.0008715578,0.00009893426,0.00004637097,0.0002036208,0.0001891632,0.001637308,0.05513908,0.9045793],"study_design_scores_gemma":[0.0004915127,0.0002891005,0.01229286,0.07144919,0.006411143,0.00179743,0.0001268376,0.0002356978,0.0002657696,0.003401497,0.9031798,0.00005915982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001090945,0.9980701,0.00004767475,0.0002500247,0.0002262424,0.000006428804,0.00007504942,0.000005412114,0.001209984],"genre_scores_gemma":[0.001903098,0.9963839,0.0001326239,0.0003863256,0.0003627371,0.00001673863,0.000101372,0.000001251803,0.0007119006],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.010931,"threshold_uncertainty_score":0.03656787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0532033148466849,"score_gpt":0.3585866383050199,"score_spread":0.305383323458335,"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."}}