{"id":"W4386209525","doi":"10.1002/art.42624","title":"The 2023 <scp>ACR</scp>/<scp>EULAR</scp> Antiphospholipid Syndrome Classification Criteria","year":2023,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":431,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre; Ottawa Hospital; University of Toronto; McMaster University","funders":"Rheumatology Research Foundation","keywords":"Antiphospholipid syndrome; Medicine; Immunology; Antibody","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001922546,0.0004589413,0.001139648,0.0005020666,0.0006612273,0.0001794846,0.0006983051,0.0005218065,0.0001132966],"category_scores_gemma":[0.006471497,0.0003831772,0.000277234,0.00162326,0.0007648825,0.0002196092,0.0003666023,0.0007066987,0.01000672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518749,"about_ca_system_score_gemma":0.0004372291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002231928,"about_ca_topic_score_gemma":0.0001623826,"domain_scores_codex":[0.994507,0.0005432824,0.001222645,0.0009772277,0.0009667313,0.001783185],"domain_scores_gemma":[0.9930091,0.004189976,0.0003394399,0.001562766,0.000431671,0.0004670348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002886205,0.0002018557,0.3378769,0.0007670636,0.0004285281,0.002020712,0.003280125,0.000002162338,0.01003193,0.0100489,0.6297808,0.005532242],"study_design_scores_gemma":[0.008532086,0.0009718154,0.1179121,0.003348051,0.0001081127,0.3577656,0.02481107,0.002620283,0.003189994,0.003619782,0.4768269,0.0002941931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757206,0.01008898,0.00006674113,0.002050787,0.002342253,0.001254227,0.0000526991,0.0006758868,0.00774775],"genre_scores_gemma":[0.9630154,0.02090882,0.000124583,0.0001878763,0.0001046862,0.0005212541,0.0002237212,0.0001501878,0.01476349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3557448,"threshold_uncertainty_score":0.999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763130977688338,"score_gpt":0.3040630674342049,"score_spread":0.2764317576573215,"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."}}