{"id":"W2161008737","doi":"10.4021/wjon286w","title":"Expression of HLA-I, CD8, and CD4 and Their Clinical Significance in Cervical Cancer","year":2011,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Human leukocyte antigen; Clinical significance; CD8; Cancer; Oncology; Immunology; Internal medicine; Antigen","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":[0.00101739,0.0001071491,0.0006148709,0.0001575809,0.00003126776,0.00000181404,0.000135352,0.0001860158,0.0002977625],"category_scores_gemma":[0.00009193674,0.00007110046,0.00006616984,0.00009687172,0.0004136431,0.00007548451,0.00007035459,0.0004267798,0.000003216281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002495217,"about_ca_system_score_gemma":0.0001290715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000882929,"about_ca_topic_score_gemma":0.0002813988,"domain_scores_codex":[0.9981545,0.0007065072,0.0007568799,0.0001948902,0.00002146101,0.0001658138],"domain_scores_gemma":[0.9988174,0.0003410589,0.0005628004,0.0001341637,0.000109186,0.00003535127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001084053,0.0003889103,0.738016,0.0000578752,0.000113116,0.00003801045,0.003314284,7.464855e-7,0.1771392,0.000419147,0.001352416,0.07807627],"study_design_scores_gemma":[0.003226987,0.001561183,0.890409,0.000458008,0.00003951857,0.0004150493,0.0006909709,3.576509e-7,0.06878646,0.001451993,0.03281881,0.0001416505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485309,0.04658598,0.00004932652,0.0003873902,0.001171267,0.0001389723,0.000005715262,0.000003435387,0.003127071],"genre_scores_gemma":[0.9976991,0.001477801,0.000246916,0.00007194832,0.00009284558,0.000005125004,4.527559e-7,0.000006749496,0.0003990432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.152393,"threshold_uncertainty_score":0.326029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06108744558465846,"score_gpt":0.3358549423781013,"score_spread":0.2747674967934429,"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."}}