{"id":"W2144341090","doi":"10.4155/fmc.11.193","title":"Recent Advances In Developing Synthetic Carbohydrate-Based Vaccines For Cancer Immunotherapies","year":2012,"lang":"en","type":"review","venue":"Future Medicinal Chemistry","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Glycomics Centre; University of Calgary","funders":"","keywords":"Cancer; Cancer immunotherapy; Computational biology; Immunotherapy; Medicine; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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"],"consensus_categories":[],"category_scores_codex":[0.0003316643,0.0004510294,0.000804875,0.00008083745,0.00007671147,0.00001952311,0.0003763722,0.0005649606,0.0002229882],"category_scores_gemma":[0.0001016729,0.0003494814,0.000224551,0.000261255,0.00006303043,0.00000554504,0.00005607959,0.0003407089,0.000003898002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543194,"about_ca_system_score_gemma":0.0008874036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008152909,"about_ca_topic_score_gemma":0.00006452638,"domain_scores_codex":[0.9981615,0.0000705855,0.0004932938,0.0005116287,0.0002576126,0.0005053647],"domain_scores_gemma":[0.9990268,0.0000470263,0.0002323115,0.0004075345,0.000169797,0.0001164808],"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":[0.00009302927,0.00003734279,0.00001842469,0.01556447,0.00007321212,0.000003464527,0.00001430963,0.000004261509,0.002095013,0.000005691238,0.0002463983,0.9818444],"study_design_scores_gemma":[0.0004837622,0.00003693698,0.000002560501,0.003667601,0.0001134276,0.00001169848,0.00003861162,0.000003837023,0.007266811,0.000006388392,0.9879758,0.0003925529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009306047,0.9977117,0.0001809465,0.0003718666,0.0005021839,0.000756187,0.00007186479,0.00001432612,0.000297916],"genre_scores_gemma":[0.00008698334,0.9943099,0.0002588945,0.0001122759,0.002818219,0.001161716,0.0008187154,0.00007246208,0.0003608178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9877294,"threshold_uncertainty_score":0.9998957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906483451694434,"score_gpt":0.3513940206651922,"score_spread":0.3223291861482478,"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."}}