{"id":"W7131821861","doi":"10.5376/jvr.2024.14.0015","title":"Advancements in mRNA Vaccines for Breast Cancer Treatment: Current Trends and Future Prospects","year":2024,"lang":"","type":"article","venue":"Journal of Vaccine Research","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Breast cancer; Messenger RNA; Current (fluid); Cancer; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0008217923,0.000320004,0.00047939,0.0009000581,0.0001188665,0.0001979352,0.0002989154,0.0001925906,0.0002041135],"category_scores_gemma":[0.00003089194,0.0002342415,0.0002562439,0.0006592465,0.00003092723,0.00004874523,0.000133338,0.0005259158,0.000003227395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002794569,"about_ca_system_score_gemma":0.0006704759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003568435,"about_ca_topic_score_gemma":0.0002437778,"domain_scores_codex":[0.997563,0.0001422754,0.0007272449,0.0005143609,0.0003893369,0.000663771],"domain_scores_gemma":[0.9984812,0.00005863723,0.0001645268,0.0002414483,0.0008129089,0.0002413076],"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":[0.00265207,0.0005040798,0.01367717,0.0005157522,0.0004537184,0.00007758596,0.0002536643,0.00002028844,0.03368916,0.00003655698,0.008697414,0.9394225],"study_design_scores_gemma":[0.01161479,0.01479018,0.08313671,0.003407103,0.0003381515,0.0009531216,0.0009041828,0.001342111,0.04649388,0.0004825439,0.8357437,0.0007935468],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6296591,0.3590901,0.0000263822,0.008961745,0.001545567,0.0003615483,0.000252537,0.000002399144,0.0001006397],"genre_scores_gemma":[0.7086464,0.284904,0.00003855974,0.00001359791,0.005096076,0.00004902503,0.0000152443,0.00003144157,0.00120563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.938629,"threshold_uncertainty_score":0.955209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03656393630008097,"score_gpt":0.4151905354734549,"score_spread":0.3786265991733739,"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."}}