{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007251937,0.0008113775,0.0009486937,0.005729022,0.0004976955,0.001166207,0.0009694832,0.001217507,0.006430725],"category_scores_gemma":[0.002048156,0.0002724308,0.0004835931,0.00388501,0.0004730426,0.002099589,0.0006801737,0.001351038,0.002766652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005367796,"about_ca_system_score_gemma":0.001618933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082131,"about_ca_topic_score_gemma":0.002389442,"domain_scores_codex":[0.9997146,0.00006186671,0.00007755843,0.00003281745,0.00009309711,0.00002008246],"domain_scores_gemma":[0.9987053,0.0005139219,0.0001740539,0.00003557618,0.0004886762,0.00008241687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000489476,0.00008262875,0.0007027932,0.02403505,0.00007128045,0.002153948,0.0002693716,0.0001921814,0.001270289,0.002451944,0.2712514,0.6974702],"study_design_scores_gemma":[0.00001191091,0.00005724953,0.001360081,0.01452707,0.0001108088,0.009622882,0.0002987131,0.00008520398,0.0001459157,0.001873582,0.9718786,0.00002798753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002441462,0.9917234,0.0002817461,0.003095061,0.002641677,0.00001981956,0.00005359709,0.00002752871,0.00191304],"genre_scores_gemma":[0.001181281,0.9934253,0.0006158621,0.001527837,0.002140885,0.00002321437,0.00007864231,0.000003770237,0.001003317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006430725,"threshold_uncertainty_score":0.02151287,"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."}}