{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008559885,0.0001830944,0.0004492452,0.001480404,0.0002694489,0.0009365197,0.0004195519,0.0003997621,0.001406224],"category_scores_gemma":[0.02185914,0.0002694699,0.0004217709,0.003157524,0.0002276034,0.0009202225,0.0008925991,0.0005965352,0.000490925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004781202,"about_ca_system_score_gemma":0.0008109609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525081,"about_ca_topic_score_gemma":0.001683544,"domain_scores_codex":[0.9911433,0.004145954,0.001835161,0.0009090839,0.001644105,0.0003224204],"domain_scores_gemma":[0.9727658,0.008082798,0.01444992,0.001966337,0.00174304,0.0009921036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001027649,0.00007084981,0.9865065,0.0001588582,0.0001836779,0.0001044176,0.0001553755,0.0001197753,0.0001357611,0.0001443587,0.00175551,0.009637211],"study_design_scores_gemma":[0.0001870025,0.0004434796,0.9941865,0.0001213284,0.0001893081,0.0008291245,0.000178578,0.0002775371,0.0003302102,0.0000719131,0.003165462,0.00001957202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561965,0.005442185,0.001165336,0.0006086524,0.00003047011,0.0002480956,0.03199315,0.00007215636,0.004243442],"genre_scores_gemma":[0.9711738,0.002033702,0.00115512,0.0002805324,0.00004456902,0.000331782,0.02431823,0.0000339269,0.0006283373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008559885,"threshold_uncertainty_score":0.04526955,"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."}}