{"id":"W4206917721","doi":"10.1016/j.cll.2021.04.001","title":"Reactive Lymphadenopathies","year":2021,"lang":"en","type":"review","venue":"Clinics in Laboratory Medicine","topic":"Lymphadenopathy Diagnosis and Analysis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Follicular hyperplasia; Medicine; Pathology; Mononucleosis; Malignancy; Lymphoma; Histiocyte; Lymphoid hyperplasia; Differential diagnosis; Hyperplasia; Epithelioid cell; Immunology; Virus; Immunohistochemistry","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":[0.0004749156,0.001064399,0.001590937,0.004026385,0.0002353978,0.001176931,0.0006987676,0.000889751,0.01012512],"category_scores_gemma":[0.002062792,0.0003240189,0.0006189765,0.002820496,0.0004669061,0.001207143,0.0008833291,0.001607217,0.003016985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000605985,"about_ca_system_score_gemma":0.001488261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158492,"about_ca_topic_score_gemma":0.003816792,"domain_scores_codex":[0.9996868,0.00006227414,0.00006749217,0.00006288688,0.00008576024,0.00003480271],"domain_scores_gemma":[0.9993045,0.0003439777,0.0001445315,0.00002433623,0.000130367,0.0000522944],"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":[0.00008224073,0.00003946062,0.0004037553,0.02940767,0.0001357698,0.0003284977,0.00004669986,0.0002053989,0.0005976525,0.001173834,0.05344923,0.9141299],"study_design_scores_gemma":[0.0001044556,0.0001040425,0.002328755,0.03945623,0.001001865,0.006311753,0.0000961124,0.0001209983,0.0004193948,0.001585109,0.948435,0.00003629561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007380053,0.9981262,0.00009020198,0.0001688478,0.0002459746,0.000006576552,0.00003228491,0.000009443342,0.001246708],"genre_scores_gemma":[0.001116908,0.9969382,0.0002136317,0.0005468125,0.0003686039,0.000008789405,0.00008460806,0.000003016919,0.0007195235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01012512,"threshold_uncertainty_score":0.03387195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0754430731085865,"score_gpt":0.4290074143001124,"score_spread":0.3535643411915259,"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."}}