{"id":"W4303453603","doi":"10.1177/09612033221128742","title":"Immunosuppression use in primary antiphospholipid antibody-positive patients: Descriptive analysis of 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","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Calgary","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Antiphospholipid syndrome; Immunosuppression; Internal medicine; Anemia; Disease; Clinical trial; Pediatrics; Database; 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":[0.003558851,0.0001769544,0.0007786671,0.002389846,0.0002951228,0.0009587785,0.0003492629,0.0003484657,0.00216316],"category_scores_gemma":[0.007503231,0.0002244684,0.0005587547,0.004749605,0.000228142,0.0007598085,0.0005308008,0.0004519101,0.0003788397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534212,"about_ca_system_score_gemma":0.001027067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045227,"about_ca_topic_score_gemma":0.001324097,"domain_scores_codex":[0.9956078,0.001252532,0.001438953,0.0007116545,0.0007414278,0.0002476743],"domain_scores_gemma":[0.983364,0.004826999,0.009329695,0.0007863133,0.001102673,0.0005904055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008998091,0.0001126691,0.9918751,0.0002173691,0.0002571712,0.0001380676,0.0001056435,0.00007896469,0.0001514962,0.00009718252,0.001397848,0.004668744],"study_design_scores_gemma":[0.0001680602,0.0004346287,0.9934134,0.0001316232,0.0002746637,0.001421521,0.0004372953,0.0003922604,0.0001826602,0.00009041611,0.003034988,0.00001852655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656842,0.003854533,0.0008908621,0.0002328831,0.00002146807,0.0004450275,0.02543385,0.00004030163,0.003396965],"genre_scores_gemma":[0.986166,0.00108979,0.0005780446,0.0002150942,0.00002744089,0.0005500978,0.01110733,0.00001539946,0.0002508426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003558851,"threshold_uncertainty_score":0.01882118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565789974811432,"score_gpt":0.4390870704253022,"score_spread":0.282508072944159,"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."}}