{"id":"W4411315454","doi":"10.1016/j.jneuroim.2025.578669","title":"Prognostic significance of PD-L1 and CD45RO+ cells in glioblastoma: The modulating role of MMR status","year":2025,"lang":"en","type":"article","venue":"Journal of Neuroimmunology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Shiraz Institute for Cancer Research, Shiraz University of Medical Sciences; Shiraz University of Medical Sciences","keywords":"Glioblastoma; Oncology; Cancer research; Medicine; Internal medicine","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":[0.0003186198,0.0001624922,0.0002341896,0.0005389079,0.000223365,0.0006631659,0.0002399862,0.0002852241,0.001214719],"category_scores_gemma":[0.0009096651,0.0001182428,0.0001309933,0.0004942234,0.0002430984,0.0004052913,0.000278793,0.0002771615,0.0002187533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349267,"about_ca_system_score_gemma":0.000139542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005243509,"about_ca_topic_score_gemma":0.0009387693,"domain_scores_codex":[0.9998374,0.00003858681,0.00001641427,0.00003188664,0.00002797983,0.00004762068],"domain_scores_gemma":[0.9996039,0.00007609619,0.0001601157,0.00003070307,0.00003665289,0.000092412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001230503,0.00003282549,0.9733863,0.0000233952,0.00005333461,0.0002622524,0.00007120731,0.0001332678,0.01115207,0.0001336639,0.0002064506,0.01331469],"study_design_scores_gemma":[0.00001409166,0.0002306846,0.9930239,0.000008593374,0.00008637954,0.001140177,0.0001892456,0.001019065,0.002800925,0.0003519769,0.001126671,0.000008231979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980982,0.0008180185,0.0001144646,0.00007188413,0.000008424484,0.000002781974,0.0001062375,0.000007087764,0.0007729175],"genre_scores_gemma":[0.9995458,0.0001011175,0.00005841657,0.00001380171,0.00001296075,0.000002387833,0.00006993722,0.000001926864,0.0001936164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001214719,"threshold_uncertainty_score":0.004063606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007854538175421867,"score_gpt":0.2511495717036782,"score_spread":0.2432950335282564,"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."}}