{"id":"W4210694747","doi":"10.1016/s2352-3026(21)00366-5","title":"Malignancy-associated haemophagocytic lymphohistiocytosis","year":2022,"lang":"en","type":"article","venue":"The Lancet Haematology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; Vancouver Hospital and Health Sciences Centre; BC Children's Hospital","funders":"National Cancer Institute; National Institutes of Health","keywords":"Macrophage activation syndrome; Hemophagocytic lymphohistiocytosis; Cytokine storm; Immune system; Cytokine; Chemokine; Lymphoma; Cancer","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":[0.0002863057,0.0002645512,0.0003378459,0.0006142149,0.0002754618,0.0008143848,0.000237972,0.001258553,0.006377276],"category_scores_gemma":[0.001769399,0.0002282917,0.000233848,0.0006542325,0.00061459,0.0004120529,0.0004869874,0.0008206551,0.001333454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964943,"about_ca_system_score_gemma":0.0002700651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000606236,"about_ca_topic_score_gemma":0.0006736054,"domain_scores_codex":[0.9996972,0.00007693813,0.00003161047,0.00003931572,0.00005509727,0.00009991499],"domain_scores_gemma":[0.9991944,0.0003059048,0.0002108316,0.0001081102,0.00006218739,0.0001185708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.002441303,0.0001936823,0.5891742,0.001558404,0.0003742516,0.2404561,0.0004646431,0.0005056684,0.0139937,0.004630752,0.03390565,0.1123016],"study_design_scores_gemma":[0.0002300073,0.000595992,0.4894222,0.0005848855,0.000315771,0.4608953,0.0005532681,0.0007233063,0.002385374,0.0031778,0.04108103,0.00003503267],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8592603,0.06936824,0.001137937,0.009726081,0.001240548,0.0000754834,0.001190695,0.0001650469,0.05783563],"genre_scores_gemma":[0.9888498,0.006645559,0.0001296698,0.0007784435,0.001546777,0.000004719859,0.0002624348,0.00001137015,0.001771117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006377276,"threshold_uncertainty_score":0.02133411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04493415929046922,"score_gpt":0.3097292743034708,"score_spread":0.2647951150130016,"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."}}