{"id":"W2016049788","doi":"10.4236/abb.2013.49a003","title":"Carbohydrate-associated epitope-based anti-cancer drugs and vaccines","year":2013,"lang":"en","type":"article","venue":"Advances in Bioscience and Biotechnology","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada); University of British Columbia","funders":"McGill University","keywords":"Epitope; Glycan; Monoclonal antibody; Antibody; Chemistry; Sialic acid; Molecular biology; Glycoprotein; Glycosylation; Biochemistry; Conformational epitope; Biology; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001332512,0.0001168663,0.000131746,0.0001615873,0.00009713505,0.00003205721,0.0001805765,0.000236309,0.00001931054],"category_scores_gemma":[0.00012097,0.00009549582,0.00001602935,0.0003886098,0.0004302149,0.00002577799,0.0001290022,0.000118042,0.000004224388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001097761,"about_ca_system_score_gemma":0.00003830294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001873899,"about_ca_topic_score_gemma":0.0002681774,"domain_scores_codex":[0.9990191,0.00003055801,0.0001421406,0.0004085194,0.00009529937,0.0003043798],"domain_scores_gemma":[0.9996535,0.00001329377,0.00005220684,0.000172223,0.00005483075,0.00005397115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007579798,0.00003081153,0.02878395,0.000009697392,0.000002438881,9.399965e-7,0.000008165824,0.00001563715,0.9231624,0.0001225683,0.00002497143,0.04783083],"study_design_scores_gemma":[0.000733141,0.0002768469,0.02532482,0.00002552806,0.000002415842,0.000002738572,0.0001302432,0.001548974,0.955907,0.0004462904,0.01536627,0.0002356803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908916,0.005468572,0.0001078784,0.003113233,0.00006641071,0.0002351871,0.000006801716,0.00002192591,0.00008842604],"genre_scores_gemma":[0.9862946,0.01287352,0.0003141436,0.0003248041,0.00001537528,0.00006083773,0.000008074209,0.000006204291,0.0001024418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04759515,"threshold_uncertainty_score":0.3894207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005563185130078247,"score_gpt":0.2712088005810642,"score_spread":0.265645615450986,"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."}}