{"id":"W4386220262","doi":"10.1136/ard-2023-224609","title":"2023 ACR/EULAR antiphospholipid syndrome classification criteria","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":424,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Antiphospholipid syndrome; Internal medicine; Lupus anticoagulant; Rheumatology; Gold standard (test); Cohort; Physical therapy; Thrombosis","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":[0.001315092,0.001059443,0.0006806756,0.003730489,0.001138812,0.00130444,0.0008667843,0.001084814,0.02088996],"category_scores_gemma":[0.003287674,0.0002013268,0.0007251142,0.002050521,0.0003191546,0.0006123981,0.0009213651,0.001133314,0.01226799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006822983,"about_ca_system_score_gemma":0.002575103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004481572,"about_ca_topic_score_gemma":0.00721756,"domain_scores_codex":[0.9986932,0.0002676184,0.0002986521,0.00008134926,0.0003778439,0.0002812877],"domain_scores_gemma":[0.9982612,0.0001640772,0.0003256424,0.00006540265,0.0009104716,0.0002732741],"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":[0.001634172,0.0002675608,0.1009945,0.0008571998,0.0001936159,0.005144714,0.0001633888,0.001024637,0.006053752,0.0139878,0.5727638,0.2969148],"study_design_scores_gemma":[0.0006311592,0.0003723971,0.1533326,0.00178964,0.0002786782,0.02368414,0.0003368512,0.002714549,0.002416563,0.01421924,0.8001012,0.0001230545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.09708812,0.02889148,0.02785804,0.0148549,0.007540285,0.003873373,0.0639775,0.001129735,0.7547866],"genre_scores_gemma":[0.5451281,0.01560482,0.08587056,0.01491356,0.004163577,0.005718251,0.1801033,0.0006178915,0.14788],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02088996,"threshold_uncertainty_score":0.06988388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096515987606624,"score_gpt":0.3879118886170709,"score_spread":0.2782602898564085,"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."}}