{"id":"W2784510548","doi":"10.1136/annrheumdis-2017-212224","title":"Complement activation predicts adverse pregnancy outcome in patients with systemic lupus erythematosus and/or antiphospholipid antibodies","year":2018,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Medicine; Antiphospholipid syndrome; Pregnancy; Preeclampsia; Complement system; Gestation; Internal medicine; Systemic lupus erythematosus; Antibody; Immunology; Gastroenterology; Obstetrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002460322,0.0002415298,0.0006653778,0.0001893383,0.0001052615,0.00001797817,0.0002391251,0.00005184823,0.0000721816],"category_scores_gemma":[0.0006720694,0.0001288105,0.00009896988,0.0003589215,0.0003406909,0.0001879016,0.0001858104,0.00009175156,0.00001338045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005432253,"about_ca_system_score_gemma":0.0001515974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006618735,"about_ca_topic_score_gemma":0.00001359144,"domain_scores_codex":[0.9975535,0.0001392485,0.0007513947,0.0002995575,0.000868196,0.0003881028],"domain_scores_gemma":[0.9980775,0.0002275697,0.0004234708,0.0006959036,0.0004146026,0.000161009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001204154,0.000522695,0.9892639,0.005174472,0.0001930576,0.00000392708,0.00127832,0.00000310299,0.00001229979,0.0000888413,0.000761374,0.001493835],"study_design_scores_gemma":[0.006283442,0.0007761362,0.9495728,0.04035536,0.0001159388,0.0002701372,0.001543323,0.0002013833,0.0005729445,0.00009946968,0.00002109794,0.000187981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996464,0.0006441788,0.00002108877,0.0002720413,0.0001798533,0.002089361,0.00007080635,0.00004113246,0.000217542],"genre_scores_gemma":[0.9991155,0.0002265226,0.00007686261,0.00007929164,0.00002383762,0.00007127735,0.00002007797,0.00003332778,0.0003532546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03969114,"threshold_uncertainty_score":0.5252741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855170918041103,"score_gpt":0.326337468477944,"score_spread":0.277785759297533,"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."}}