{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006832525,0.0001339355,0.0008362289,0.00009512957,0.000565712,0.00001143371,0.0003931769,0.00006273141,0.002502432],"category_scores_gemma":[0.0002268332,0.00009857128,0.0001165908,0.0003781355,0.0002050412,0.00003274625,0.0003240821,0.0004344026,0.0002589328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002114872,"about_ca_system_score_gemma":0.000300377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000658538,"about_ca_topic_score_gemma":0.000008477469,"domain_scores_codex":[0.9982058,0.0003546455,0.0003121278,0.0002275507,0.0003650771,0.000534763],"domain_scores_gemma":[0.9990048,0.0001409367,0.0001233302,0.0006164816,0.00005830302,0.00005618605],"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":[0.003564427,0.001739138,0.2031135,0.0008594982,0.001319825,0.008428215,0.005398183,0.000317174,0.007676548,0.09725396,0.6547858,0.01554385],"study_design_scores_gemma":[0.03088833,0.002411556,0.1935122,0.0002072228,0.0008253361,0.02255864,0.005741454,0.006810855,0.006314847,0.01921689,0.7101106,0.001402067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503644,0.003153885,0.00004196308,0.01908331,0.0002848186,0.0005381477,0.00002522292,0.0002185381,0.02628971],"genre_scores_gemma":[0.9915591,0.000119863,0.00003315756,0.003704176,0.00006667696,0.0002351164,0.00004739735,0.00002831439,0.004206188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07803707,"threshold_uncertainty_score":0.9984094,"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."}}