{"id":"W4328008237","doi":"10.1007/174_2022_375","title":"Benign Lymphoid Disorders","year":2023,"lang":"en","type":"book-chapter","venue":"Medical radiology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep de Rimouski","funders":"","keywords":"Lymphoid hyperplasia; Pathology; Immunophenotyping; Pseudolymphoma; Lymphoma; Lymphatic system; Hyperplasia; Lymphoproliferative disorders; Orbit (dynamics); Medicine; Polyclonal antibodies; Immunology; Antibody; Antigen","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":[0.0001455554,0.0005652425,0.0003343819,0.001018748,0.0005804587,0.001087709,0.0004502106,0.0007056631,0.07784516],"category_scores_gemma":[0.0005097188,0.0002348103,0.0002478494,0.0005449096,0.0004821888,0.0008355344,0.0008677135,0.001406694,0.03596919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004292148,"about_ca_system_score_gemma":0.0005060823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008883076,"about_ca_topic_score_gemma":0.004379159,"domain_scores_codex":[0.9999086,0.00001285745,0.000004172726,0.00001145443,0.00004874382,0.000014223],"domain_scores_gemma":[0.9998705,0.0000513252,0.000008061149,0.00001158653,0.00003140356,0.00002708892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000219712,0.00006091359,0.0002847473,0.0002677815,0.000005589353,0.00104329,0.0001895939,0.0002921666,0.001247038,0.03092472,0.6706685,0.2949937],"study_design_scores_gemma":[0.00000226806,0.00001055267,0.0002577142,0.0001224288,0.000002684975,0.002279087,0.00002859326,0.00004423525,0.0001146501,0.004517901,0.9926174,0.000002326207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0009915557,0.03841893,0.002253869,0.002101837,0.003396856,0.00005508638,0.0001218648,0.0001877997,0.9524722],"genre_scores_gemma":[0.004134512,0.01863536,0.001783597,0.002133041,0.001838534,0.00003495195,0.0001353455,0.00006433466,0.9712404],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07784516,"threshold_uncertainty_score":0.260418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701204596311766,"score_gpt":0.2660911322935057,"score_spread":0.249079086330388,"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."}}