{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000368276,0.0007233632,0.0008227995,0.001859858,0.0002883773,0.00131693,0.0005189132,0.0009349911,0.006749281],"category_scores_gemma":[0.0005339758,0.0002176521,0.0003382621,0.001981751,0.0003371855,0.001438971,0.0006066108,0.001810002,0.004028793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000564942,"about_ca_system_score_gemma":0.001099842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006441495,"about_ca_topic_score_gemma":0.001217937,"domain_scores_codex":[0.9998314,0.00002888656,0.00001621309,0.00002599619,0.00007449747,0.00002291044],"domain_scores_gemma":[0.999778,0.00008154674,0.0000322433,0.000006623633,0.00006442516,0.00003712905],"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":[0.00006526888,0.00008151074,0.0001414478,0.01186564,0.00004430006,0.0001575236,0.0000738032,0.0002766022,0.00283014,0.00358294,0.07017744,0.9107034],"study_design_scores_gemma":[0.000005124578,0.00003904301,0.0002249184,0.001684947,0.00002965772,0.0005459725,0.00003407215,0.00003606562,0.0002766056,0.0009862329,0.9961308,0.000006571748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001259179,0.9964301,0.0001661292,0.000491488,0.000748293,0.000006741362,0.00002506223,0.00001153,0.001994742],"genre_scores_gemma":[0.0006080446,0.9964783,0.0002428707,0.0003687608,0.0005602585,0.000007890909,0.00004629543,0.000002423445,0.001685245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006749281,"threshold_uncertainty_score":0.02257854,"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."}}