{"id":"W3158053070","doi":"10.1097/ccm.0000000000005072","title":"Plasma Ferritin as Marker of Macrophage Activation-Like Syndrome in Critically Ill Patients With Community-Acquired Pneumonia","year":2021,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Horizon 2020 Framework Programme; Center for Translational Molecular Medicine; Nierstichting; Universiteit van Amsterdam; ZonMw; European Commission; Amsterdam University Medical Centers","keywords":"Medicine; Community-acquired pneumonia; Macrophage activation syndrome; Pneumonia; Sepsis; Internal medicine; Systemic inflammatory response syndrome; Immunology; Ferritin; Pneumonia severity index; Endothelial activation; Organ dysfunction; Gastroenterology; Inflammation; Disease","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000387767,0.0002516445,0.0008092375,0.0002302802,0.0001505296,0.00001459867,0.0001915551,0.0001857468,0.001560713],"category_scores_gemma":[0.009136566,0.0002030661,0.00007406438,0.0005967989,0.001086401,0.0001533898,0.0001477921,0.0007693523,0.00003093306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328449,"about_ca_system_score_gemma":0.0003863875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002120297,"about_ca_topic_score_gemma":0.0000412402,"domain_scores_codex":[0.9970505,0.000456022,0.0006881754,0.0003173111,0.0009664721,0.0005215738],"domain_scores_gemma":[0.994108,0.0009335884,0.00004470085,0.0006531308,0.003954243,0.0003063802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006267683,0.006780385,0.8415749,0.02005633,0.0004310656,0.01340808,0.01162367,0.000007504055,0.05131577,0.01037694,0.002041169,0.03611648],"study_design_scores_gemma":[0.01087953,0.004015267,0.9410277,0.004022177,0.0001558655,0.0003062002,0.03235591,0.00008037086,0.003677976,0.0003411335,0.002773801,0.0003640516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785918,0.0005699191,0.00007744801,0.007612564,0.0001032008,0.0004046114,0.00002297533,0.00004035881,0.01257714],"genre_scores_gemma":[0.9951214,0.00002674531,0.0002987346,0.003635407,0.00002953175,0.00004161284,0.0003857413,0.00004872877,0.00041205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09945279,"threshold_uncertainty_score":0.999352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798065004257167,"score_gpt":0.3085697743302097,"score_spread":0.290589124287638,"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."}}