{"id":"W4414735770","doi":"10.1182/bloodadvances.2024015610","title":"Applying principles of vaccine development to oncomicrobial vaccines","year":2025,"lang":"en","type":"article","venue":"Blood Advances","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Canada's Michael Smith Genome Sciences Centre; University of British Columbia; Spinal Cord Injury BC","funders":"Canadian Glycomics Network; Canadian Institutes of Health Research; Cancer Research UK","keywords":"Vaccination; Cervical cancer; Hepatitis B virus; Human papillomavirus; Cancer; Hepatitis B; Global health; Virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001552403,0.0006747208,0.0005879516,0.0008263584,0.0003740364,0.001567781,0.0007126776,0.001087793,0.002347932],"category_scores_gemma":[0.001004873,0.0004337055,0.0006677289,0.0003722647,0.002037715,0.001626222,0.001045621,0.002598819,0.00135298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009920539,"about_ca_system_score_gemma":0.0009416806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002591661,"about_ca_topic_score_gemma":0.0003158172,"domain_scores_codex":[0.9994932,0.0001975879,0.0000323885,0.00008096303,0.0001535283,0.00004225679],"domain_scores_gemma":[0.9996668,0.0001629806,0.00004232451,0.00003983926,0.00006575924,0.0000222353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001222053,0.0002352299,0.0007947346,0.003251125,0.00012593,0.0004590333,0.0003755403,0.01650683,0.1218814,0.6453006,0.007766851,0.2031805],"study_design_scores_gemma":[0.0001024619,0.0009075303,0.0005991017,0.001040141,0.0001113287,0.001037731,0.0001549863,0.03234797,0.1099859,0.4858659,0.3677485,0.00009849911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.015606,0.08089902,0.8615012,0.01034389,0.001588695,0.0004629682,0.0002013225,0.000453792,0.02894314],"genre_scores_gemma":[0.2692163,0.1329276,0.5686446,0.005031866,0.001094245,0.00160734,0.0003164495,0.0002014072,0.02096021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002347932,"threshold_uncertainty_score":0.008210003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010547017299021,"score_gpt":0.2487536718825591,"score_spread":0.2386482017095689,"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."}}