{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00398047,0.0006395564,0.0004968143,0.0005632078,0.001158333,0.0006217912,0.000747203,0.0007048354,0.008363795],"category_scores_gemma":[0.003883043,0.0008493966,0.0003521887,0.0008164902,0.0003504616,0.0006444154,0.001408396,0.00069428,0.002442678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008494038,"about_ca_system_score_gemma":0.003147919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008480362,"about_ca_topic_score_gemma":0.009646503,"domain_scores_codex":[0.9976851,0.001362794,0.0001814728,0.000261353,0.0002285466,0.0002807025],"domain_scores_gemma":[0.9987214,0.0002662124,0.0002506961,0.0001361052,0.0002032865,0.0004222831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05130155,0.01068751,0.7907565,0.001333692,0.0004127586,0.001219668,0.004774903,0.0002864073,0.004887363,0.002407672,0.03084486,0.1010872],"study_design_scores_gemma":[0.02927475,0.0258799,0.8822734,0.001169614,0.0006058997,0.001110929,0.003844548,0.001735405,0.001348481,0.001497995,0.05118129,0.00007769374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8597183,0.001148706,0.005186542,0.002324401,0.0001289035,0.1031835,0.01822358,0.00006813427,0.01001789],"genre_scores_gemma":[0.79859,0.001780463,0.01349226,0.003100788,0.0002382649,0.1644184,0.007290415,0.00005503629,0.01103433],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.008480362,"threshold_uncertainty_score":0.02797967,"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."}}