{"id":"W4385185818","doi":"10.1002/art.42636","title":"The 2022 <scp>EULAR</scp>/<scp>ACR</scp> Points to Consider at the Early Stages of Diagnosis and Management of Suspected Haemophagocytic Lymphohistiocytosis/Macrophage Activation Syndrome (<scp>HLH</scp>/<scp>MAS</scp>)","year":2023,"lang":"en","type":"review","venue":"Arthritis & Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; National Institute of General Medical Sciences; European League Against Rheumatism","keywords":"Medicine; Macrophage activation syndrome; Delphi method; Multidisciplinary approach; Intensive care medicine; Disease; Rheumatology; Expert opinion; Internal medicine","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":[0.07216643,0.001328179,0.001661948,0.004705098,0.001594971,0.004993352,0.003718397,0.01018693,0.01495762],"category_scores_gemma":[0.04953965,0.0008687401,0.002812063,0.002958945,0.001975001,0.00240024,0.006469801,0.003964928,0.01287246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006182182,"about_ca_system_score_gemma":0.03568767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324283,"about_ca_topic_score_gemma":0.01087768,"domain_scores_codex":[0.9663993,0.01092667,0.007574995,0.001098412,0.01097775,0.003022885],"domain_scores_gemma":[0.9269725,0.01666793,0.0111251,0.001990136,0.03510799,0.008136367],"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":[0.0003992615,0.0002381659,0.005049113,0.01102829,0.0001468392,0.0004120628,0.0006399779,0.001145388,0.002606248,0.007611818,0.7874511,0.1832716],"study_design_scores_gemma":[0.0002592436,0.000277003,0.01775685,0.02318072,0.0001254767,0.0004669483,0.0008467285,0.0007518423,0.001022273,0.003135489,0.9520875,0.0000899076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01820996,0.07641474,0.03654702,0.5456199,0.0555699,0.02982791,0.03825562,0.001706918,0.1978481],"genre_scores_gemma":[0.1160298,0.07033651,0.2298768,0.2815453,0.01513366,0.05067466,0.09590472,0.001130036,0.1393685],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07216643,"threshold_uncertainty_score":0.3816571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167104877980199,"score_gpt":0.3137924513227128,"score_spread":0.2821214025429108,"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."}}