{"id":"W4415793492","doi":"10.1161/circ.152.suppl_3.4362430","title":"Abstract 4362430: Maternal Socioeconomic Status Impacts Diagnosis and Surveillance of Anti-Ro/SSA Positive Pregnancies Complicated by Fetal Cardiac Neonatal Lupus: A Fetal Heart Society (FHS) Research Collaborative Study","year":2025,"lang":"en","type":"article","venue":"Circulation","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pregnancy; Cohort; Socioeconomic status; Gestational age; Social deprivation; Fetus; Subspecialty; Cohort study","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":[0.002235206,0.0003526204,0.0002737567,0.0008833833,0.0007856562,0.0008699897,0.00091866,0.0007267836,0.002428571],"category_scores_gemma":[0.00521887,0.0003235108,0.0008962114,0.001407016,0.0002775222,0.0004752611,0.001078361,0.0006244958,0.0002644188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005846215,"about_ca_system_score_gemma":0.001012141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04543605,"about_ca_topic_score_gemma":0.03901723,"domain_scores_codex":[0.9986388,0.0005513579,0.00015484,0.000289152,0.0001781383,0.000187696],"domain_scores_gemma":[0.9970948,0.0004713993,0.001165724,0.0003081363,0.0003675651,0.0005924649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004841733,0.00002897438,0.9988725,0.00001083434,0.0001117286,0.00002246366,0.00009737942,0.00001762859,0.00004796203,0.00001234649,0.000197936,0.0005318391],"study_design_scores_gemma":[0.00001228382,0.00005931368,0.9991585,0.00001886462,0.00009244608,0.00006495598,0.0002730277,0.0001008312,0.00002391118,0.00001004891,0.0001829874,0.000002902894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969994,0.000217058,0.00009819793,0.0002032176,0.00001214368,0.00002178106,0.00194154,0.000003198833,0.0005035186],"genre_scores_gemma":[0.9985619,0.0001098085,0.0001470765,0.00005242301,0.00001554519,0.00003035918,0.0008913147,0.000003229193,0.0001883437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04543605,"threshold_uncertainty_score":0.09034318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448523998351797,"score_gpt":0.3448306474822132,"score_spread":0.3203454074986952,"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."}}