{"id":"W4412091567","doi":"10.1002/acr.25599","title":"Development of the 2023 <scp>ACR</scp> / <scp>EULAR</scp> Antiphospholipid Syndrome Classification Criteria, Phase <scp>III</scp> ‐C Report: Assessment of Patient Scenarios (Derivation Cohort) and Refinement of Definitions","year":2025,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; University of California, San Diego; National Institutes of Health; Université de Paris; University of Illinois at Urbana-Champaign; Universidade Federal do Rio de Janeiro; Università degli Studi di Firenze; Università degli Studi di Milano; Hadassah Medical Organization; Universidad de Córdoba; University of New South Wales; University of Alberta; Universidad Nacional de Córdoba; British Heart Foundation; Université de Lorraine; University of Ottawa; Texas Children's Hospital; Hospital for Special Surgery; Rheumatology Research Foundation; Yale University","keywords":"Medicine; Antiphospholipid syndrome; Lupus anticoagulant; Confidence interval; Internal medicine; Poisson regression; Relative risk; Antibody; Cohort; Immunology; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1960351,0.00107876,0.001035272,0.003437276,0.001144127,0.003393715,0.002873405,0.001447609,0.00200011],"category_scores_gemma":[0.1791188,0.000932321,0.002154428,0.002439072,0.0008282649,0.001034236,0.003314654,0.001985581,0.001545933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004513904,"about_ca_system_score_gemma":0.03665852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01950405,"about_ca_topic_score_gemma":0.02194604,"domain_scores_codex":[0.9245858,0.04551665,0.01096884,0.002554631,0.01488432,0.001489748],"domain_scores_gemma":[0.775515,0.06328632,0.03150285,0.01508073,0.1061068,0.008508345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003357654,0.001392428,0.4520964,0.002492958,0.001047165,0.0003968499,0.003298268,0.01458617,0.006245567,0.01183692,0.1411137,0.3621359],"study_design_scores_gemma":[0.003447727,0.005194936,0.6428686,0.005206781,0.0008306505,0.001053985,0.002930106,0.0317466,0.01200683,0.01002469,0.2842874,0.0004017216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3835269,0.007769211,0.3731095,0.02612156,0.005266034,0.1169071,0.04237944,0.001228834,0.04369136],"genre_scores_gemma":[0.3116312,0.002279,0.5591459,0.006868604,0.001120582,0.06623959,0.04734154,0.0005372821,0.004836383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1960351,"threshold_uncertainty_score":0.9914319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05321001769583161,"score_gpt":0.3745171052183213,"score_spread":0.3213070875224897,"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."}}