{"id":"W4319297394","doi":"10.3390/curroncol30020150","title":"Insight into Oncogenic Viral Pathways as Drivers of Viral Cancers: Implication for Effective Therapy","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Viral therapy; Viral infection; Viral load; Virology; Bioinformatics; Cancer research; Computational biology; Virus; Coronavirus disease 2019 (COVID-19); Biology; Pathology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005316849,0.0004750444,0.001297277,0.0002568119,0.0001077469,0.00001356723,0.0006776641,0.00072142,0.00002044649],"category_scores_gemma":[0.0001478876,0.0004167437,0.0009827806,0.0002791276,0.0002634974,0.000005395893,0.0002189776,0.0003867329,0.00006411404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007142226,"about_ca_system_score_gemma":0.002594066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003647205,"about_ca_topic_score_gemma":0.0001118865,"domain_scores_codex":[0.9972414,0.0005706474,0.0006326602,0.0008455143,0.0002157362,0.0004940015],"domain_scores_gemma":[0.998153,0.0002181507,0.0005468528,0.000662356,0.0002842382,0.0001353485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009126006,0.0001662758,0.00000296895,0.002518859,0.0006732349,0.000001761348,0.0001770415,0.000004407525,0.01356477,0.00006599864,0.001077942,0.9808341],"study_design_scores_gemma":[0.001387505,0.01236265,0.000002154254,0.0005485123,0.000211068,0.000006552129,0.00001899481,0.000007647629,0.0145104,0.00027109,0.9703039,0.0003695514],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009754318,0.9848831,0.00008880398,0.00002196509,0.0009472566,0.003885965,0.0002583265,0.00003054458,0.0001297197],"genre_scores_gemma":[0.0008599383,0.9928128,0.00004616473,0.0000278249,0.0007893123,0.003449479,0.001828695,0.0001165328,0.00006930525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9804646,"threshold_uncertainty_score":0.9998285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289933204649303,"score_gpt":0.4716247302969918,"score_spread":0.3426314098320615,"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."}}