{"id":"W1861934603","doi":"10.1520/jfs14928j","title":"Polyclonal Systemic Immunoblast Proliferation: An Unusual Hematologic Entity Presenting as a Medical Examiner Case","year":2001,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Autopsy; Polyclonal antibodies; Dyscrasia; Lymph; Pathology; Discontinuation; Dermatology; Rash; Lymphatic system; Internal medicine; Antibody; Immunology; 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":[],"consensus_categories":[],"category_scores_codex":[0.003017241,0.0001563862,0.0004432558,0.0003322813,0.0003148423,0.0001420648,0.000379129,0.0001354246,0.0003669564],"category_scores_gemma":[0.001973957,0.00009959019,0.0001447693,0.0006877288,0.0009242151,0.0005893199,0.000111741,0.0004129429,0.00002548495],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320917,"about_ca_system_score_gemma":0.009574809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003343815,"about_ca_topic_score_gemma":0.0001261578,"domain_scores_codex":[0.995777,0.0001790861,0.0007983379,0.0002714317,0.002492016,0.0004820965],"domain_scores_gemma":[0.9981212,0.0002907957,0.0003870967,0.0002231056,0.0004833062,0.0004945221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.003109488,0.002794745,0.2485697,0.001095856,0.0008815036,0.6596414,0.008150798,0.0005637808,0.02037272,0.008401092,0.007579787,0.03883905],"study_design_scores_gemma":[0.004878144,0.001417681,0.001236009,0.0004776395,0.00006524382,0.9652838,0.002581658,0.01968272,0.003769339,0.0003242477,0.000152887,0.0001305953],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956272,0.0007760847,0.0001500561,0.00104763,0.0004702588,0.0002155601,7.449094e-7,0.00002061433,0.001691905],"genre_scores_gemma":[0.9976495,0.00008023168,0.0008112119,0.0001995021,0.0008730233,0.000004017351,0.000001285731,0.000009296715,0.000371948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3056424,"threshold_uncertainty_score":0.99604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04701681968374911,"score_gpt":0.3703898057901255,"score_spread":0.3233729861063764,"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."}}