{"id":"W3040983322","doi":"10.1136/bmj.39358.519491.ad","title":"Systemic lupus erythematosus","year":2007,"lang":"en","type":"review","venue":"BMJ","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Dermatology; Lupus erythematosus; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002552084,0.0007776415,0.004641281,0.0009482059,0.00008291013,0.00005429004,0.0005386763,0.001041324,0.0003359219],"category_scores_gemma":[0.0006400833,0.0005443222,0.001314393,0.0009519521,0.0001214633,0.00004773307,0.0002374857,0.001049528,0.007017734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009152694,"about_ca_system_score_gemma":0.001543808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001328286,"about_ca_topic_score_gemma":0.00000241061,"domain_scores_codex":[0.9943004,0.0003174178,0.002080532,0.0008494392,0.001452711,0.0009995054],"domain_scores_gemma":[0.9957291,0.0007201355,0.0007258209,0.002026792,0.0002689925,0.0005291258],"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":[0.00003355424,0.00007782452,0.0003489972,0.3445362,0.0006387681,0.002303454,0.0001154559,2.714862e-8,5.368714e-7,0.0002354987,0.09589171,0.555818],"study_design_scores_gemma":[0.0004310818,0.00004330542,1.179184e-7,0.1142594,0.0005602601,0.370993,0.00008256942,0.000001386757,2.626099e-7,0.000004377905,0.5133823,0.0002419765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001728587,0.9506841,0.00007242694,0.00005643482,0.00188506,0.006406164,0.0000265998,0.0002950795,0.04055683],"genre_scores_gemma":[0.000005616997,0.9461982,0.0003504097,0.00004513755,0.002237561,0.0006366623,0.0001201594,0.0002733297,0.05013295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.555576,"threshold_uncertainty_score":0.9997008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093070652048881,"score_gpt":0.4231658033986193,"score_spread":0.3138587381937312,"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."}}