{"id":"W4399483447","doi":"10.1136/annrheumdis-2024-eular.430","title":"POS0898 PREGNANT WOMEN ON TNFI MAY HAVE HIGHER RISK OF HOSPITALIZATION FOR INFECTIONS DURING GESTATION AND POSTPARTUM","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Gestation; Medicine; Obstetrics; Pregnancy; Biology","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":[0.0001742356,0.0001040062,0.0001942733,0.0001445558,0.00006939902,0.00002272254,0.0000406531,0.00002914871,0.00003869455],"category_scores_gemma":[0.001452922,0.00007099379,0.0001103434,0.0001606924,0.00006940799,0.0001325473,0.00002515567,0.00004481997,0.000001886499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004324989,"about_ca_system_score_gemma":0.00009154399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005248349,"about_ca_topic_score_gemma":0.000001315224,"domain_scores_codex":[0.9991599,0.00005518895,0.0002682432,0.0001815119,0.0002013856,0.0001337771],"domain_scores_gemma":[0.9990857,0.0002134514,0.0001728029,0.0002985613,0.0001368505,0.00009266336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003570021,0.005535075,0.7367198,0.06438131,0.004545591,0.000008383798,0.01637671,0.00543891,0.005904929,0.01479768,0.01372108,0.1290005],"study_design_scores_gemma":[0.0005788966,0.00076638,0.9812387,0.004389066,0.0003678937,0.000005003234,0.0002316943,0.00125455,0.005534273,0.005305137,0.0002265365,0.0001019121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929954,0.0008121671,0.0001225414,0.00478922,0.000232045,0.0007617624,0.0001741852,0.00005252992,0.00006017169],"genre_scores_gemma":[0.9981739,0.000892887,0.00002018922,0.0001052449,0.00003583631,0.00008618244,0.00002137886,0.00002070276,0.000643668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2445188,"threshold_uncertainty_score":0.2895043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887448425320753,"score_gpt":0.3382881959209597,"score_spread":0.3094137116677521,"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."}}