{"id":"W2031110738","doi":"10.1038/mt.2010.67","title":"A High-throughput Pharmacoviral Approach Identifies Novel Oncolytic Virus Sensitizers","year":2010,"lang":"en","type":"article","venue":"Molecular Therapy","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McMaster University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Oncolytic virus; Throughput; Virus; Virology; Biology; Computational biology; Computer science; Telecommunications","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":[0.0005103088,0.0003867956,0.0002916625,0.0001205467,0.000181601,0.0001231072,0.0005717203,0.0002893044,0.0001397788],"category_scores_gemma":[0.00003719378,0.0003758087,0.0002640316,0.0002491455,0.0002932243,0.0000111073,0.0001428279,0.0004742096,0.0001091662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002663379,"about_ca_system_score_gemma":0.0001976863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008524693,"about_ca_topic_score_gemma":0.00007822683,"domain_scores_codex":[0.997632,0.0001519283,0.0003009522,0.0007854509,0.0004892154,0.0006404582],"domain_scores_gemma":[0.998547,0.00001527592,0.00009948781,0.0009751632,0.0001583977,0.0002047173],"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":[0.001709061,0.0003354454,0.00002279802,0.00001002799,0.0002724197,0.00003102291,0.00008258555,0.0002873932,0.9914842,0.00008925722,0.0007274696,0.004948352],"study_design_scores_gemma":[0.002989542,0.0008523334,0.00006736743,0.000003350374,0.00001730015,0.00005121497,0.00003414383,0.0002171725,0.9833235,0.0001058323,0.01189671,0.0004415473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898372,0.0008041548,0.007198223,0.0002695278,0.0004684349,0.0005865992,0.00004527385,0.00006461002,0.0007259428],"genre_scores_gemma":[0.9925308,0.0003761351,0.003006262,0.002265581,0.0004849434,0.0001077891,0.0002329093,0.000125783,0.0008697708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116924,"threshold_uncertainty_score":0.9998694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870936433625137,"score_gpt":0.305617644096685,"score_spread":0.2869082797604336,"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."}}