{"id":"W4200383795","doi":"10.3390/vaccines9121456","title":"Myelin Peptide–Mannan Conjugate Multiple Sclerosis Vaccines: Conjugation Efficacy and Stability of Vaccine Ingredient","year":2021,"lang":"en","type":"article","venue":"Vaccines","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Victoria University; General Secretariat for Research and Technology; Eli Lilly and Company","keywords":"Mannan; Peptide; Conjugate; Epitope; Peptide vaccine; Antigen; Chemistry; Biochemistry; Immunology; Biology; Polysaccharide","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004386372,0.0002958825,0.0005995146,0.0001418334,0.0002337229,0.00002700543,0.0001822997,0.0002279512,0.0009314379],"category_scores_gemma":[0.0008690259,0.0002589333,0.0001263064,0.0003153096,0.00006954389,0.0001891189,0.0001580684,0.0002242042,0.00006138416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002801701,"about_ca_system_score_gemma":0.00009839804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000201953,"about_ca_topic_score_gemma":0.000111649,"domain_scores_codex":[0.9979437,0.0004257431,0.0007355879,0.0004710415,0.00005320941,0.0003707419],"domain_scores_gemma":[0.9979733,0.0007387135,0.0002784551,0.0005555746,0.0004234025,0.00003058619],"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":[0.002428968,0.0003470946,0.04673244,0.00009028534,0.0002667289,0.00000273159,0.001038567,0.00000482428,0.9391605,0.00008798753,0.0008258083,0.009014037],"study_design_scores_gemma":[0.005984079,0.0002995821,0.3130763,0.0001365664,0.00006540905,0.00004068783,0.0006621819,0.00001484277,0.6712977,0.0000402454,0.00815888,0.0002234825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766686,0.02140999,0.00007435387,0.0006339228,0.0006358458,0.0003542692,0.00005286088,0.00008618599,0.00008398185],"genre_scores_gemma":[0.9964851,0.002483125,0.0001236717,0.000149658,0.00004205062,0.00002430961,0.0001548013,0.00002970726,0.0005075895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2678628,"threshold_uncertainty_score":0.9999863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816847556082991,"score_gpt":0.2413090561154441,"score_spread":0.2131405805546142,"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."}}