{"id":"W4385631697","doi":"10.1136/lupus-2023-kcr.124","title":"LSO-083 ‘Systemic lupus erythematosus women with lupus nephritis in pregnancy therapeutic challenge (SWITCH)’: the systemic lupus international collaborating clinics experience","year":2023,"lang":"en","type":"article","venue":"","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Dalhousie University; University of Toronto; University Health Network; Queen Elizabeth II Health Sciences Centre; Université Laval; Toronto Western Hospital; Centre hospitalier universitaire de Québec; University of Calgary; McGill University Health Centre","funders":"","keywords":"Medicine; Lupus nephritis; Pregnancy; Azathioprine; Thiopurine methyltransferase; Tacrolimus; Systemic lupus erythematosus; Live birth; Internal medicine; Transplantation; 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":[0.001508977,0.0001289428,0.0001504216,0.0003092817,0.00163277,0.001122021,0.0002913259,0.0009350494,0.006873936],"category_scores_gemma":[0.002653037,0.0002528577,0.0001792256,0.0007159918,0.0005316776,0.0006958509,0.001291209,0.001095382,0.0006203052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387383,"about_ca_system_score_gemma":0.002580763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03328969,"about_ca_topic_score_gemma":0.04451286,"domain_scores_codex":[0.9989389,0.0004233806,0.00006970737,0.0001225745,0.0001291422,0.000316403],"domain_scores_gemma":[0.9971114,0.0005426303,0.000460907,0.0000568068,0.0001309606,0.001697181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001698073,0.0006137994,0.8219571,0.0001954632,0.00003073814,0.009566564,0.02109293,0.00007697499,0.001261208,0.0007157162,0.06340127,0.0809185],"study_design_scores_gemma":[0.00008444765,0.000625479,0.8471013,0.0005490307,0.00002529844,0.01429435,0.05139558,0.0003098842,0.0002534274,0.000216025,0.0851039,0.00004130481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448415,0.002114028,0.0001570505,0.02952261,0.0002566729,0.00008569158,0.0008553201,0.00003691667,0.02213014],"genre_scores_gemma":[0.9751953,0.002297937,0.0003629698,0.01690565,0.0003126502,0.00008208818,0.0005790459,0.00003138285,0.004232988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03328969,"threshold_uncertainty_score":0.06619185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912875143979461,"score_gpt":0.3102509630188557,"score_spread":0.2811222115790611,"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."}}