{"id":"W4410715685","doi":"10.3899/jrheum.2025-0390.o066","title":"OVERWEIGHT AND OBESITY ARE KEY MODIFIABLE RISK FACTORS FOR ADVERSE OUTCOMES IN SLE PREGNANCIES","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Dalhousie University; Université Laval; Centre hospitalier de l'Université Laval; University of Calgary; McGill University Health Centre","funders":"","keywords":"Medicine; Overweight; Obesity; Risk factor; Adverse effect; Body mass index; Internal medicine; Obstetrics; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003530894,0.00009149776,0.0004627012,0.0001297313,0.00006362471,0.000004101425,0.000105594,0.00005532139,0.00001021374],"category_scores_gemma":[0.0004777595,0.00005168631,0.00008169581,0.0000690556,0.00005802554,0.00005922439,0.00005929438,0.0001639702,6.085182e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004293867,"about_ca_system_score_gemma":0.00004848097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004901676,"about_ca_topic_score_gemma":0.0002331159,"domain_scores_codex":[0.9992861,0.00006662605,0.0003254296,0.00007529961,0.00007635244,0.0001702027],"domain_scores_gemma":[0.9989026,0.0005834778,0.0002724817,0.0001495097,0.00005893261,0.00003301787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007712235,0.0001310189,0.9935179,0.0001639492,0.0001507053,0.000003273786,0.0004794222,0.00006452757,0.000006092236,0.003382396,0.00182351,0.0002000798],"study_design_scores_gemma":[0.002685585,0.0001836551,0.9860463,0.001156533,0.0002434625,0.00005734481,0.00173044,0.0002553519,0.0002227377,0.00469888,0.002650848,0.00006891638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942601,0.002298137,0.0008797174,0.001644186,0.0003488659,0.0002992436,0.000004423409,0.000006057556,0.0002592333],"genre_scores_gemma":[0.9932408,0.005500241,0.0002416127,0.0001233255,0.000002251637,0.000007657048,5.103194e-7,0.000004370501,0.0008791999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007471657,"threshold_uncertainty_score":0.2107707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298079697836959,"score_gpt":0.2632487038733646,"score_spread":0.2502679068949951,"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."}}