{"id":"W4317746132","doi":"10.3390/curroncol30020111","title":"CD8+ T Cells and PD-L1 Expression as Prognostic Indicators in a Low Prevalence of HPV-Associated Oropharyngeal Squamous Cell Carcinoma","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Systems Research Institute","keywords":"Medicine; Basal cell; Oncology; Internal medicine; CD8; Cancer research; Cell; Pathology; Bioinformatics; Immunology; Immune system; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003417915,0.0001533577,0.0002122483,0.0009045718,0.0002276071,0.000417616,0.0002047297,0.0002512038,0.0009366772],"category_scores_gemma":[0.001202564,0.0001360485,0.0001582215,0.000679498,0.0002574118,0.000346426,0.0002706757,0.0002757317,0.0001723624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001736254,"about_ca_system_score_gemma":0.0001454283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000753802,"about_ca_topic_score_gemma":0.0008673903,"domain_scores_codex":[0.9998538,0.00003173686,0.00002450555,0.00003563089,0.00002636479,0.0000278285],"domain_scores_gemma":[0.9995081,0.0001035868,0.0002017181,0.00002275167,0.0000774363,0.0000863955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002009807,0.00001680388,0.9975338,0.00001021008,0.00001059903,0.00006429981,0.00002667241,0.00003830834,0.0003496005,0.000005196999,0.00005012796,0.001693438],"study_design_scores_gemma":[0.0000162114,0.000151098,0.9976146,0.00001091012,0.00003692927,0.0006826442,0.000187535,0.0005570952,0.0003570285,0.00003741818,0.0003450255,0.000003498212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993387,0.0002865935,0.00004636522,0.00001165737,0.000003297491,0.000004356322,0.00008489853,0.000002264959,0.000221813],"genre_scores_gemma":[0.9996558,0.00006912345,0.00004501308,0.000005195508,0.000006063134,0.000005199995,0.0001330769,5.682535e-7,0.00007994568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009366772,"threshold_uncertainty_score":0.003133535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278939230734031,"score_gpt":0.3354561230288049,"score_spread":0.3026667307214646,"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."}}