{"id":"W7131900519","doi":"10.5376/jvr.2025.15.0010","title":"Recent Advances in Personalized Cancer Vaccines","year":2025,"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":"","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007160957,0.0004059488,0.001343678,0.003160292,0.0004810836,0.00008891685,0.001226979,0.0005699962,0.01012929],"category_scores_gemma":[0.002007569,0.0003248748,0.000402173,0.002881007,0.0002628984,0.0006645671,0.0002885664,0.003537378,0.00007320601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007224685,"about_ca_system_score_gemma":0.003390746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001267988,"about_ca_topic_score_gemma":0.0001927277,"domain_scores_codex":[0.9917997,0.004133702,0.002019413,0.0004188654,0.0003316723,0.001296627],"domain_scores_gemma":[0.9939553,0.002355652,0.0006444132,0.0004861357,0.002493097,0.00006542348],"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":[0.05555021,0.001666945,0.02546473,0.0003947724,0.001484641,0.000154362,0.001583501,0.00006414008,0.1568625,0.001109704,0.0313928,0.7242717],"study_design_scores_gemma":[0.01262029,0.001450061,0.02960867,0.00261826,0.00008063518,0.0001837721,0.002698477,0.000009423285,0.03780408,0.0006420306,0.91203,0.0002543496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2414984,0.737546,0.00003118481,0.01646422,0.002784237,0.0003955218,0.00001064341,0.000005760878,0.001264123],"genre_scores_gemma":[0.1813259,0.7923858,0.00002464531,0.000190312,0.0002018012,0.00002489297,0.000002331427,0.00002732345,0.02581702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8806372,"threshold_uncertainty_score":0.9999203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137864044935535,"score_gpt":0.4213398347672024,"score_spread":0.379961194317847,"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."}}