{"id":"W4323539787","doi":"10.1177/09612033231159468","title":"Pregnancy outcomes among Egyptian women with systemic lupus erythematosus: A prospective cohort study","year":2023,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; Lupus nephritis; Miscarriage; Antiphospholipid syndrome; Prospective cohort study; Eclampsia; Systemic lupus erythematosus; Cohort; Odds ratio; Live birth; Disease; Internal medicine","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":[0.001038539,0.0005980937,0.00153741,0.0006684495,0.0002469438,0.0001198929,0.000441987,0.0001984553,0.0001752114],"category_scores_gemma":[0.0002996138,0.0004058547,0.0001521674,0.001817418,0.0002303371,0.00024695,0.000274042,0.0005325024,0.001204721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145124,"about_ca_system_score_gemma":0.0003071247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539042,"about_ca_topic_score_gemma":0.0002198085,"domain_scores_codex":[0.9944635,0.0002461976,0.0007985641,0.001164175,0.00192177,0.00140578],"domain_scores_gemma":[0.9968235,0.0002776393,0.0002685508,0.001659826,0.0003997195,0.0005707309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003501654,0.0004963723,0.9675791,0.001283341,0.001279324,0.00216728,0.02494881,0.000006840481,0.00008068466,0.00004956598,0.001661379,0.00009708232],"study_design_scores_gemma":[0.01138517,0.002066387,0.8732442,0.004717205,0.0002837199,0.03461841,0.07265347,0.0001521011,0.00005836587,0.00009077308,0.00009146483,0.0006387347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811727,0.0003023619,0.0000256712,0.0000961967,0.001848483,0.01034501,0.00001251971,0.001180061,0.005017017],"genre_scores_gemma":[0.8931422,0.00004315569,0.00004533603,0.00002297453,0.00009776766,0.003354708,0.00001720691,0.0001822176,0.1030945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09807746,"threshold_uncertainty_score":0.9998393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563940028411707,"score_gpt":0.2850315147433759,"score_spread":0.2693921144592588,"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."}}