{"id":"W3130809088","doi":"10.1007/978-3-030-58842-7_30","title":"Systemic Lupus Erythematosus","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Rash; Malar rash; Systemic lupus erythematosus; Lupus erythematosus; Anesthesia; Hemiparesis; Dermatology; Surgery; Internal medicine; Angiography; Disease","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":[0.0002600666,0.0009337434,0.0007615783,0.001262967,0.0008460262,0.001693359,0.0005829847,0.0009500373,0.136132],"category_scores_gemma":[0.0007112754,0.0002800993,0.0003380679,0.0008540697,0.0004500815,0.0009824146,0.001142433,0.002041859,0.1128684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006276111,"about_ca_system_score_gemma":0.00078248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273213,"about_ca_topic_score_gemma":0.005335661,"domain_scores_codex":[0.9997914,0.00004045135,0.000008136695,0.00002673737,0.0001066117,0.00002666205],"domain_scores_gemma":[0.9998224,0.0000612849,0.00001137967,0.00002062642,0.00005368311,0.00003067503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001701406,0.00004712084,0.0001299562,0.000205477,0.00000505901,0.0002053752,0.00008530658,0.00008882366,0.0003616707,0.01541163,0.7526429,0.2307997],"study_design_scores_gemma":[0.000003499496,0.00001009182,0.0001336633,0.0001299912,0.000002445352,0.0004461923,0.00001574394,0.00001754039,0.00004339321,0.002418259,0.9967775,0.000001827605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002779429,0.04114149,0.001256811,0.002520375,0.00351966,0.00005529646,0.0002045332,0.0002022743,0.9508216],"genre_scores_gemma":[0.001547765,0.0228168,0.0008420165,0.002831507,0.001158275,0.00005003684,0.0002187429,0.00003809987,0.9704968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.136132,"threshold_uncertainty_score":0.455407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366616482649952,"score_gpt":0.2862618196865284,"score_spread":0.2525956548600288,"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."}}