{"id":"W4410513097","doi":"10.3899/jrheum.2025-0390.pv187","title":"STUDY DESIGN AND RECRUITMENT INTO THE BELIMUMAB MOTHERTOBABY PREGNANCY EXPOSURE STUDY: AN OTIS AUTOIMMUNE DISEASES IN PREGNANCY PROJECT","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Labour Market and Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pregnancy; Belimumab; Autoimmune disease; Obstetrics; Immunology; Gynecology; Antibody; B-cell activating factor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002230033,0.0001297275,0.0003327674,0.0001452188,0.0005725138,0.00006973925,0.0005202245,0.0000601353,0.00001382927],"category_scores_gemma":[0.0003708348,0.00006946571,0.00003885776,0.0003993599,0.0002148673,0.0002604377,0.00008088952,0.0002139221,6.84972e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009142629,"about_ca_system_score_gemma":0.0004848952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005366624,"about_ca_topic_score_gemma":0.02486127,"domain_scores_codex":[0.9943787,0.004471324,0.0005160299,0.0001379607,0.0002709283,0.000225094],"domain_scores_gemma":[0.9985861,0.0006643138,0.0003322656,0.0002577356,0.0001226928,0.00003693776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002426487,0.001114156,0.6408862,0.000016082,0.0001492111,0.00001488372,0.295393,0.00002628128,0.000009533123,0.0009944174,0.0001270629,0.06102644],"study_design_scores_gemma":[0.003901008,0.002966306,0.683924,0.001204776,0.0003220778,0.00004188383,0.2983238,0.0000551224,0.000007317822,0.008505207,0.0005556472,0.0001928785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840015,0.01110803,0.0002130363,0.001500775,0.0002960936,0.002737787,5.402089e-7,0.00001726511,0.0001249491],"genre_scores_gemma":[0.9957665,0.003730508,0.00008292525,0.00002611439,0.000005381261,0.0001087142,2.408803e-7,0.000007863412,0.0002718206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06083355,"threshold_uncertainty_score":0.9929324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04497654457495814,"score_gpt":0.3484798637607184,"score_spread":0.3035033191857603,"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."}}