{"id":"W4413805623","doi":"10.1684/vir.2025.1096","title":"Oncolytic viruses in action: A successful unique case to be considered with caution","year":2025,"lang":"en","type":"article","venue":"Virologie","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Oncolytic virus; Action (physics); Virology; Computational biology; Biology; Virus; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002445122,0.0001343544,0.0001399635,0.0001560041,0.00007481218,0.00002447326,0.0001442721,0.0001604079,0.00003774228],"category_scores_gemma":[0.0001322741,0.0001179502,0.00003123422,0.0003281336,0.0001099642,0.000004544606,0.0001014674,0.0001452446,0.00001032845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007961485,"about_ca_system_score_gemma":0.0003893636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000314488,"about_ca_topic_score_gemma":0.02146871,"domain_scores_codex":[0.9989532,0.000159966,0.0001518046,0.0003591943,0.00009257146,0.000283214],"domain_scores_gemma":[0.9994078,0.00004457403,0.00002953217,0.0003855688,0.00006506751,0.00006747403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006837544,0.0001654537,0.006178614,0.00002911024,0.0000872883,0.0009311003,0.00006294565,0.001198631,0.9761459,0.0001068702,0.002338887,0.005917666],"study_design_scores_gemma":[0.001395972,0.00365073,0.001361293,0.00001970727,0.00001462485,0.0001744477,0.0002912245,0.00008665836,0.9765997,0.0001270332,0.01606519,0.0002134349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952979,0.0001962414,0.0005545695,0.002670752,0.00005551159,0.0004046875,0.00001374841,0.0000266894,0.0007798928],"genre_scores_gemma":[0.9949093,0.00006586873,0.0002045926,0.004116838,0.00003536726,0.0001266806,0.00001337307,0.00001273069,0.000515256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02115422,"threshold_uncertainty_score":0.9963869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06710023972545608,"score_gpt":0.3815460440170261,"score_spread":0.31444580429157,"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."}}