{"id":"W4311417700","doi":"10.1097/pcr.0000000000000535","title":"Hemophagocytic Lymphohistiocytosis: A Practical Review for Liver Pathologists","year":2022,"lang":"en","type":"review","venue":"AJSP Review and Reports","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Hemophagocytosis; Hemophagocytic lymphohistiocytosis; Medicine; Pathology; Disease; Liver disease; Intensive care medicine; Gastroenterology; Bone marrow","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00287064,0.0006106585,0.005488426,0.0001373067,0.0002521794,0.00002592483,0.0001380435,0.0002778902,0.001852954],"category_scores_gemma":[0.003585485,0.0004169478,0.001362261,0.0004501604,0.0001801754,0.00009976087,0.0002731263,0.0007480184,0.00006190388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273283,"about_ca_system_score_gemma":0.002459787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007691182,"about_ca_topic_score_gemma":3.406148e-7,"domain_scores_codex":[0.9952822,0.0004139226,0.002244274,0.0009739844,0.0005702407,0.0005153765],"domain_scores_gemma":[0.9965813,0.0003676605,0.001386488,0.001233049,0.0001688421,0.0002626699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000011289,0.0000772526,0.000005273393,0.4923967,0.0001555335,0.00323442,0.000003051941,9.748337e-10,2.142041e-8,0.00002580292,0.05391951,0.4501813],"study_design_scores_gemma":[0.0001465517,0.0001867802,0.000009485447,0.1826119,0.009643448,0.03399994,0.000002927302,1.346941e-7,5.4674e-8,0.000008783717,0.77307,0.0003199764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.571761e-8,0.9883003,0.00001416516,0.0006674153,0.0001814734,0.008488938,0.00002074143,0.00007614747,0.002250759],"genre_scores_gemma":[1.95269e-7,0.9855137,0.0003105022,0.003795442,0.00009966469,0.004589247,0.0005902291,0.0001015635,0.004999495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7191505,"threshold_uncertainty_score":0.9998282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1269208797397219,"score_gpt":0.4378680599031902,"score_spread":0.3109471801634683,"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."}}