{"id":"W4408806016","doi":"10.14740/wjon2532","title":"Tumor Necrosis Factor-Alpha and Its Association With Breast Cancer: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"World Journal of Oncology","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Tumor necrosis factor alpha; Oncology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001317523,0.0003760402,0.00452424,0.0005949582,0.0001228072,0.00002291137,0.0003183684,0.0003665331,0.0003186178],"category_scores_gemma":[0.0004967987,0.0002361243,0.0004280684,0.0004926827,0.00004306298,0.0001609469,0.00006783628,0.0009713097,0.00006607491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147805,"about_ca_system_score_gemma":0.002730925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001311833,"about_ca_topic_score_gemma":0.00004207829,"domain_scores_codex":[0.995802,0.001839855,0.001746821,0.0002039201,0.00009203714,0.0003152937],"domain_scores_gemma":[0.9934048,0.001297876,0.004570995,0.0001881158,0.0005041161,0.00003406248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001340242,0.00008167066,0.00001455058,0.781964,0.002915578,0.00005594965,0.00007549391,8.153836e-8,0.0000371599,0.00007726799,0.005759197,0.208885],"study_design_scores_gemma":[0.0004785498,0.0002023953,0.0000185476,0.4443902,0.005783224,0.00225224,0.000005786737,4.715481e-8,0.00001369159,0.000002128729,0.5466983,0.000154838],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002074512,0.9968715,0.000002723891,0.0007936428,0.000795548,0.001156125,0.00006532195,0.00001296407,0.0002814175],"genre_scores_gemma":[0.00003913758,0.9894183,0.00001016246,0.000331955,0.00006470741,0.0001172325,0.00002223739,0.00002168137,0.009974559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5409392,"threshold_uncertainty_score":0.962887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600771505519582,"score_gpt":0.3144825664929265,"score_spread":0.2984748514377307,"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."}}