{"id":"W4304789885","doi":"10.54097/hset.v14i.1843","title":"Virus vaccines in cancer immunotherapy: Principles, and Clinical manifestations","year":2022,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Immunotherapy; Vaccination; Cancer immunotherapy; Cancer; Cancer vaccine; Cancer treatment; Immunology; Virus; Virology; Internal medicine","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":[0.0007437811,0.0001343719,0.0002333828,0.001057036,0.0002570018,0.00001598994,0.0003208952,0.0001253231,0.00003871715],"category_scores_gemma":[0.00008807111,0.0001237673,0.00001801214,0.001092181,0.000467494,0.0001161207,0.0002308651,0.0004821663,0.000006524274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008375217,"about_ca_system_score_gemma":0.000109122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000238268,"about_ca_topic_score_gemma":0.0001140253,"domain_scores_codex":[0.9988058,0.00006774263,0.0003519895,0.0003636799,0.00004368136,0.0003670903],"domain_scores_gemma":[0.9995294,0.0001459169,0.00006187682,0.0002281545,0.00002249454,0.00001211776],"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":[0.000237948,0.0003495942,0.05427154,0.00001682131,0.00006189653,0.00006907081,0.001051603,0.0007834612,0.8369785,0.07868979,0.00006237739,0.02742739],"study_design_scores_gemma":[0.005171705,0.0008817817,0.4337409,0.0001119223,0.00001635922,0.0007584083,0.001073894,0.001238672,0.07066556,0.0007148304,0.484849,0.0007770122],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800884,0.01752537,0.00002082907,0.001371192,0.0006483854,0.000159559,0.000008408138,0.0001479709,0.00002990929],"genre_scores_gemma":[0.9929069,0.006454635,0.0001854211,0.00004022636,0.00000741475,0.0001156149,0.000001971127,0.00001561311,0.0002722018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.766313,"threshold_uncertainty_score":0.5047086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570717940864407,"score_gpt":0.2802307078899356,"score_spread":0.2645235284812916,"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."}}