{"id":"W4416394759","doi":"10.1080/14622416.2025.2580271","title":"Cancer genetics and response to oncolytic virus treatment for ovarian cancer","year":2025,"lang":"en","type":"article","venue":"Pharmacogenomics","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Oncolytic virus; Vesicular stomatitis virus; Ovarian cancer; Immune system; Herpes simplex virus; Vaccinia; Virus; Clinical trial","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002316422,0.000182737,0.0001602191,0.00008891147,0.000126816,0.00003387168,0.0001781903,0.00007845955,0.00004110548],"category_scores_gemma":[0.00002177866,0.0001824704,0.00006919108,0.0001131477,0.00004529592,0.000001765928,0.00009969023,0.00004707954,0.000004491904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583323,"about_ca_system_score_gemma":0.0006988528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002022857,"about_ca_topic_score_gemma":0.001238825,"domain_scores_codex":[0.9989411,0.00007842751,0.0001666997,0.0004091546,0.0000688025,0.000335824],"domain_scores_gemma":[0.9994166,0.00004083017,0.00003355398,0.0002584454,0.0000910038,0.0001595299],"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":[0.01879298,0.00006450518,0.0004779835,0.00001555532,0.0002748433,0.000001579437,0.0001040519,0.001112205,0.9037726,0.000004587,0.001623001,0.07375611],"study_design_scores_gemma":[0.001960455,0.0009524827,0.0002647552,0.000006848925,0.00006651127,8.672678e-7,0.00001333604,0.0005096331,0.7216493,0.00002138804,0.2744093,0.0001451173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872726,0.008605027,0.0005445713,0.001778542,0.0002478715,0.0009756518,0.0004903388,0.00001073174,0.00007466786],"genre_scores_gemma":[0.9716684,0.01708305,0.0008982678,0.003752877,0.0004503095,0.001402008,0.0000396488,0.00006038215,0.004645033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2727863,"threshold_uncertainty_score":0.7440929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831423575139955,"score_gpt":0.4064680113385319,"score_spread":0.3681537755871324,"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."}}