{"id":"W4388072202","doi":"10.1136/jitc-2023-sitc2023.0594","title":"594 SQZ-PBMC-HPV-101: Increased overall survival in a subset of patients with recurrent, locally advanced, or metastatic HPV16<sup>+</sup>tumors treated with cell-based vaccine, SQZ-PBMC-HPV","year":2023,"lang":"en","type":"article","venue":"Regular and Young Investigator Award Abstracts","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Peripheral blood mononuclear cell; Medicine; Antigen; CD8; T cell; Immunotherapy; Immunology; Immune system; Internal medicine; Oncology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007466695,0.0006923409,0.001341503,0.0006405924,0.0001502196,0.00007909833,0.0002855237,0.0001949345,0.0004061848],"category_scores_gemma":[0.00045677,0.0004821669,0.0001573844,0.001692666,0.0003981271,0.0003108646,0.00008651106,0.0007072225,0.0000244654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482826,"about_ca_system_score_gemma":0.001734082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001687206,"about_ca_topic_score_gemma":0.001260584,"domain_scores_codex":[0.9951466,0.0002754193,0.0009987582,0.0009790233,0.001529276,0.001070897],"domain_scores_gemma":[0.9965919,0.0002991874,0.0003482084,0.0007423672,0.0005891385,0.001429248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03185096,0.002119757,0.9398178,0.004127811,0.0005150812,0.002020761,0.0007726182,0.008289513,0.001145965,0.0000609832,0.003844631,0.005434086],"study_design_scores_gemma":[0.02430778,0.003698589,0.9589711,0.0005419242,0.0003736695,0.00003603965,0.0004040867,0.004306855,0.005866718,0.00009307818,0.0007014723,0.0006986834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958803,0.0002410747,0.00002804884,0.0003764927,0.00005646048,0.001703189,0.0003381264,0.0001644569,0.001211841],"genre_scores_gemma":[0.9966936,0.00008548678,0.0007613398,0.0002715005,0.00006550597,0.0001301193,0.001446255,0.0001398952,0.0004062959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01915327,"threshold_uncertainty_score":0.999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966662828364165,"score_gpt":0.2677507664605239,"score_spread":0.2480841381768823,"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."}}