{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810631,0.0004852217,0.0009748213,0.0007047626,0.0002624152,0.001751711,0.0004871152,0.001048379,0.005263124],"category_scores_gemma":[0.002247134,0.0002538679,0.0004509919,0.0008401886,0.0006602108,0.001952525,0.0008250122,0.002971356,0.001383414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007193794,"about_ca_system_score_gemma":0.0009514549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003000609,"about_ca_topic_score_gemma":0.0007348729,"domain_scores_codex":[0.9995078,0.0001482785,0.00004997088,0.00008502926,0.0001249648,0.00008393211],"domain_scores_gemma":[0.9983419,0.0009487878,0.0001960371,0.0001012686,0.0002614071,0.0001506765],"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":[0.0004744784,0.0002148915,0.00185392,0.003816676,0.0001330688,0.0002605818,0.000118996,0.001287024,0.01440639,0.01567952,0.03013877,0.9316157],"study_design_scores_gemma":[0.0001218673,0.0009459602,0.004702253,0.001479417,0.0003264095,0.001967578,0.0001662049,0.001708607,0.009928522,0.01613053,0.9624716,0.00005104938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007238921,0.9629568,0.004543141,0.01762266,0.002036905,0.00003129812,0.0001692758,0.0001161242,0.005284749],"genre_scores_gemma":[0.06207693,0.9080472,0.006415535,0.01171185,0.00709539,0.00006633727,0.0004901123,0.00004179624,0.004054884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005263124,"threshold_uncertainty_score":0.01760691,"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."}}