{"id":"W4280524562","doi":"10.1007/s12672-022-00491-4","title":"Cancer vaccines: past, present and future; a review article","year":2022,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Clinical Research; University of Windsor","funders":"Windsor Cancer Centre Foundation; Cancer Research Society","keywords":"Medicine; Cancer; Cancer immunotherapy; Immunotherapy; Cancer vaccine; Infectious disease (medical specialty); Immunology; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004487929,0.0005173829,0.002360921,0.0001504729,0.0002833623,0.00001878842,0.0004579712,0.0004968549,0.0146771],"category_scores_gemma":[0.00002388465,0.0003798251,0.0004903681,0.0003118591,0.0001757697,0.0001100355,0.0003867113,0.0009207436,0.000297963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693566,"about_ca_system_score_gemma":0.0008884593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001275943,"about_ca_topic_score_gemma":0.000008787917,"domain_scores_codex":[0.9962267,0.001784679,0.0007994904,0.0005905662,0.00005303045,0.0005455085],"domain_scores_gemma":[0.9982267,0.0006271233,0.0005005769,0.000590142,0.00002648451,0.00002898364],"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":[0.0001212033,0.0001753517,0.000004035872,0.007240429,0.0008775603,0.00002256759,0.0001216005,4.155435e-8,0.00002218057,0.0001178089,0.05826338,0.9330338],"study_design_scores_gemma":[0.0007357515,0.0003612123,0.00002140446,0.003517194,0.001271615,0.0005337727,0.00008896945,3.880893e-8,0.000007769661,0.00001084392,0.9930428,0.0004086863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001661944,0.9931535,0.000001615522,0.00201753,0.002307245,0.001270653,0.0001587078,0.00005226111,0.001021868],"genre_scores_gemma":[9.395084e-7,0.9905446,0.000005366303,0.001148462,0.000630195,0.001474691,0.0003261602,0.00006534798,0.005804256],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9347793,"threshold_uncertainty_score":0.9998654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502771870720682,"score_gpt":0.3575240080991691,"score_spread":0.3224962893919623,"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."}}