{"id":"W7131858690","doi":"10.5376/jvr.2024.14.0018","title":"The Role of Adjuvants in Enhancing Cancer Vaccine Efficacy","year":2024,"lang":"","type":"article","venue":"Journal of Vaccine Research","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cancer vaccine; Adjuvant; Cancer; Vaccine adjuvant; Immune system; Cancer immunotherapy; Vaccination; Immunotherapy","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01173924,0.0003519678,0.001047725,0.001652836,0.000509043,0.0001459547,0.001343547,0.0004633235,0.002216359],"category_scores_gemma":[0.001686279,0.0002237553,0.0004917722,0.001897283,0.0001980722,0.000373754,0.0003361635,0.004169895,0.0001240956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003957308,"about_ca_system_score_gemma":0.002327566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004846,"about_ca_topic_score_gemma":0.0003346433,"domain_scores_codex":[0.9922995,0.003218481,0.002407322,0.0003524015,0.0004279255,0.001294395],"domain_scores_gemma":[0.9906144,0.007024395,0.0005409488,0.0005824086,0.001166946,0.00007094247],"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":[0.01335964,0.000473195,0.002299729,0.0001715296,0.001322049,0.0001051885,0.00252865,0.00003155697,0.7004511,0.0003314325,0.002994895,0.275931],"study_design_scores_gemma":[0.00503491,0.002903044,0.02740202,0.004916619,0.0001067552,0.000564421,0.003828555,0.0001007325,0.6536778,0.000575789,0.3006379,0.0002513846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.494723,0.5008463,0.000007311123,0.002352507,0.001611859,0.0002640525,0.000009512974,0.000004882304,0.000180628],"genre_scores_gemma":[0.7889568,0.2063154,0.000009582584,0.00001368304,0.0003747102,0.0000104075,0.000001225917,0.00004825854,0.004269965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.297643,"threshold_uncertainty_score":0.9986957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816957628467166,"score_gpt":0.3871834345507898,"score_spread":0.3590138582661181,"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."}}