{"id":"W4317609690","doi":"10.3389/fonc.2022.1094400","title":"The prognostic value of tumor-associated macrophages detected by immunostaining in diffuse large B cell lymphoma: A meta-analysis","year":2023,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuse large B-cell lymphoma; Medicine; Internal medicine; Tumor microenvironment; Meta-analysis; Lymphoma; International Prognostic Index; Oncology; Stage (stratigraphy); CD68; Gastroenterology; Cancer; Immunohistochemistry; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002956779,0.0008406091,0.007786043,0.001377884,0.0002450365,0.00002512567,0.001623354,0.001681267,0.00009742443],"category_scores_gemma":[0.001385544,0.0006125886,0.002363239,0.00351321,0.0006598675,0.000052718,0.0006080356,0.001447657,0.00009586997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733152,"about_ca_system_score_gemma":0.001099218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000447742,"about_ca_topic_score_gemma":0.000503779,"domain_scores_codex":[0.9894719,0.005507275,0.002500245,0.0009423771,0.0001286065,0.001449598],"domain_scores_gemma":[0.9922794,0.004399817,0.002153411,0.001006028,0.0001309133,0.00003050037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000656946,0.01361193,0.002224818,0.007903927,0.6287398,0.001020722,0.002996909,0.00004148763,0.0002353254,0.0001022358,0.07087325,0.2715927],"study_design_scores_gemma":[0.00635715,0.0003398311,0.0001366809,0.0003991099,0.1448828,0.00001857592,0.0007628455,0.00002202586,0.00009864617,0.00008526268,0.8461928,0.0007042555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007484982,0.9939591,0.00006426151,0.00002861801,0.002674871,0.001638499,0.0006079352,0.00008631656,0.0001918816],"genre_scores_gemma":[0.002789228,0.9902979,0.0001513256,0.00004707389,0.00001371337,0.001307568,0.0009228759,0.0001459647,0.004324308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7753195,"threshold_uncertainty_score":0.9996325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292947287946921,"score_gpt":0.3097624589987081,"score_spread":0.280467730204016,"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."}}