{"id":"W4409624323","doi":"10.1158/1538-7445.am2025-953","title":"Abstract 953: Oncolytic viruses as in situ personalized tumor vaccines for durable efficacy","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Oncolytic virus; Medicine; Virology; Cancer research; Virus","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":[0.000248776,0.0004784824,0.0002898468,0.0002382973,0.0001505862,0.0005348942,0.0002704031,0.0005122611,0.003259417],"category_scores_gemma":[0.0001330796,0.0001955783,0.000274208,0.0002142051,0.0002416308,0.0004125352,0.0002715103,0.0008245207,0.001150362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006853509,"about_ca_system_score_gemma":0.00047161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005244128,"about_ca_topic_score_gemma":0.0004878067,"domain_scores_codex":[0.999831,0.00002646694,0.000009431069,0.00003088927,0.00006685407,0.00003540625],"domain_scores_gemma":[0.9999377,0.000007889238,0.00001975106,0.000008002952,0.00001364582,0.00001309143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001284531,0.00004966743,0.00006736775,0.00009793811,0.000008716792,0.00003384389,0.0000202341,0.0003890901,0.988901,0.001877346,0.0005837679,0.007842473],"study_design_scores_gemma":[0.00005836905,0.0005529011,0.0005587502,0.00001755733,0.00002574822,0.0002254229,0.000007678105,0.001906376,0.9711598,0.0004267763,0.02505282,0.000007852754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8345179,0.02241201,0.1121188,0.001559599,0.0008272551,0.0004904487,0.001988818,0.001326072,0.02475913],"genre_scores_gemma":[0.9482718,0.004892305,0.02677259,0.0002852015,0.0001052731,0.0001935563,0.0007404049,0.0001652987,0.01857365],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003259417,"threshold_uncertainty_score":0.01090384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06751126091923056,"score_gpt":0.450665327703515,"score_spread":0.3831540667842845,"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."}}