{"id":"W4309165148","doi":"10.3899/jrheum.221010","title":"Improving Outcomes for Patients With Hemophagocytic Lymphohistiocytosis","year":2022,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemophagocytic lymphohistiocytosis; Medicine; Hepatosplenomegaly; Malignancy; Immunology; Macrophage activation syndrome; Pediatrics; Internal medicine; Disease; Arthritis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006390629,0.0002645647,0.001262584,0.0003262359,0.0002520374,0.00001489975,0.0004973203,0.0002733117,0.0004285705],"category_scores_gemma":[0.0005059553,0.0001429373,0.0003011033,0.0001268909,0.0002031955,0.00007371676,0.0001161558,0.001665086,0.000009959435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298877,"about_ca_system_score_gemma":0.001009573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009060005,"about_ca_topic_score_gemma":0.000002430576,"domain_scores_codex":[0.9976349,0.0002172024,0.0008721303,0.0001466129,0.0006921587,0.0004369294],"domain_scores_gemma":[0.9969411,0.0008716582,0.001252322,0.0004221767,0.0004603125,0.00005242387],"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":[0.002723146,0.0001527302,0.2013952,0.001122044,0.001238259,0.0001127041,0.000319494,0.00000993825,0.000006215,0.00001466612,0.7899051,0.003000471],"study_design_scores_gemma":[0.01745562,0.006911395,0.01423119,0.0004014603,0.001651612,0.006940357,0.0004645911,0.0001456409,0.00001755074,0.0001287259,0.9511434,0.0005084405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6085556,0.001795328,0.000641254,0.3861762,0.001033819,0.001518182,0.00005006491,0.00003195516,0.0001975873],"genre_scores_gemma":[0.4101881,0.001879922,0.001829032,0.5735176,0.0003879359,0.0002741607,0.0005338257,0.0006431103,0.01074632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1983675,"threshold_uncertainty_score":0.7234061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348023790704536,"score_gpt":0.2627709717282971,"score_spread":0.2492907338212517,"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."}}