{"id":"W2914387295","doi":"10.1136/lupus-2021-000633","title":"Pregnancy outcomes in antiphospholipid antibody positive patients: prospective results from the AntiPhospholipid Syndrome Alliance for Clinical Trials and InternatiOnal Networking (APS ACTION) Clinical Database and Repository (‘Registry’)","year":2022,"lang":"en","type":"article","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval","funders":"UCB Pharma; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Weill Cornell Medical College; National Institutes of Health; Hospital for Special Surgery","keywords":"Medicine; Antiphospholipid syndrome; Pregnancy; Gestation; Live birth; Obstetrics; Clinical trial; Prospective cohort study; Lupus anticoagulant; Gestational age; Pediatrics; Internal medicine; Antibody; Immunology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01414816,0.0003155229,0.001417173,0.0001731813,0.0007899996,0.00009181735,0.0007293273,0.0001185165,0.00002439824],"category_scores_gemma":[0.01902895,0.0002043043,0.0001565086,0.0007788198,0.002617938,0.0004256615,0.0006316679,0.0009776731,0.000001977315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003580499,"about_ca_system_score_gemma":0.0005016698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005075547,"about_ca_topic_score_gemma":0.00004081794,"domain_scores_codex":[0.9928917,0.0009814122,0.0024292,0.001524047,0.001563448,0.0006102227],"domain_scores_gemma":[0.9893659,0.007729746,0.001107875,0.0009349174,0.0004843615,0.0003772032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002449683,0.0004087364,0.9891308,0.00004750676,0.0001290662,0.000154882,0.001658693,0.000001751175,0.0003912702,0.0000784457,0.001832397,0.003716796],"study_design_scores_gemma":[0.0258485,0.002179215,0.9548307,0.003607766,0.0002008324,0.00287443,0.004348885,0.001635934,0.00009421988,0.000133675,0.003922405,0.000323456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771669,0.003269487,0.0001245941,0.00444273,0.01070142,0.003459932,0.0004168783,0.00004492481,0.0003731115],"genre_scores_gemma":[0.9934936,0.002793526,0.0003587921,0.000537818,0.0009154495,0.0001669326,0.0002893771,0.0000324717,0.001412031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03430009,"threshold_uncertainty_score":0.9892342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1512627088700417,"score_gpt":0.4765680688712584,"score_spread":0.3253053600012167,"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."}}