{"id":"W4400540305","doi":"10.1021/acsinfecdis.4c00315","title":"Infection and the Glycome─New Insights into Host Response","year":2024,"lang":"en","type":"review","venue":"ACS Infectious Diseases","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Glycome; Host (biology); Host response; Biology; Host factors; Computational biology; Immunology; Glycan; Genetics; Immune system; Glycoprotein","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":[0.0003900533,0.000754675,0.0009074559,0.001762178,0.0002582181,0.001146922,0.0005055758,0.001015531,0.003149599],"category_scores_gemma":[0.0003127628,0.0002644407,0.0003037248,0.00162784,0.0005381333,0.001713126,0.0007780967,0.001794968,0.002290831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006872962,"about_ca_system_score_gemma":0.0008475501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006478751,"about_ca_topic_score_gemma":0.0009824062,"domain_scores_codex":[0.999873,0.00001922146,0.00001312671,0.00002121052,0.00005550067,0.00001790472],"domain_scores_gemma":[0.9998807,0.0000378219,0.00001415079,0.000006906455,0.00003983976,0.00002057722],"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":[0.00009307994,0.0000718442,0.0002186454,0.01178015,0.00008496519,0.0002944199,0.000108529,0.0004196861,0.008833129,0.01586934,0.04355771,0.9186684],"study_design_scores_gemma":[0.000004775882,0.00004298631,0.0004354691,0.001082006,0.00002816628,0.0005843927,0.00004655624,0.00007103801,0.0007535476,0.003310535,0.9936293,0.00001129331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001426489,0.9978549,0.0001444703,0.000475198,0.0002871097,0.000001649783,0.00001300792,0.000008279968,0.001072779],"genre_scores_gemma":[0.0007875563,0.9979511,0.0001251852,0.0001905819,0.0002295986,0.000002587113,0.00001902208,0.000001338904,0.0006930998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003149599,"threshold_uncertainty_score":0.01053643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641947412103497,"score_gpt":0.3317166774467742,"score_spread":0.3152972033257393,"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."}}