{"id":"W4385755277","doi":"10.1101/2023.08.07.23293726","title":"Maternal-fetal outcomes in patients with immune mediated inflammatory diseases, with consideration of comorbidities: a retrospective cohort study in a large U.S. healthcare system","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Center for Advancing Translational Sciences; Provincial Health Services Authority","keywords":"Retrospective cohort study; Medicine; Cohort; Healthcare system; Immune system; Health care; Fetus; Pregnancy; Intensive care medicine; Obstetrics; Immunology; Internal medicine; Economic growth; Biology; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001243217,0.0003762306,0.0004521775,0.001266093,0.001047913,0.0008778559,0.0006180074,0.0006313978,0.001297864],"category_scores_gemma":[0.003306455,0.0006339786,0.0007828664,0.002348142,0.0004130306,0.0008719765,0.001018012,0.0009083694,0.0002070503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007814156,"about_ca_system_score_gemma":0.001052279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02315783,"about_ca_topic_score_gemma":0.02446131,"domain_scores_codex":[0.9987971,0.0003012265,0.0001762145,0.0003843158,0.0001702327,0.0001708474],"domain_scores_gemma":[0.9976469,0.0003466672,0.001159347,0.0003222065,0.0001882695,0.0003366552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003139657,0.00001585699,0.9994307,0.000005634595,0.00005175413,0.00006790662,0.0000517563,0.0000135104,0.00003265119,0.00001175721,0.00007928722,0.0002078099],"study_design_scores_gemma":[0.00001194005,0.00007940712,0.9986614,0.00001502736,0.00006263997,0.000466877,0.0003189145,0.0001695663,0.00002336418,0.00002067746,0.0001647626,0.00000532093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997822,0.0004478094,0.0001529972,0.00007580395,0.000007586248,0.0000262441,0.00123013,0.000004102907,0.0002332099],"genre_scores_gemma":[0.9985327,0.0002381447,0.0001723941,0.00008499972,0.00001302869,0.00003650612,0.0008561533,0.000002890179,0.00006321602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02315783,"threshold_uncertainty_score":0.04604608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303079223525425,"score_gpt":0.2727362693376833,"score_spread":0.259705477102429,"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."}}