{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002857955,0.0004158399,0.0006082517,0.0002651651,0.000269088,0.0002494737,0.0002015259,0.0003529103,0.00003165671],"category_scores_gemma":[0.0009773396,0.0002539348,0.00041577,0.0004331502,0.0003039775,0.00000847708,0.0004113451,0.0003710966,0.000208696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007103719,"about_ca_system_score_gemma":0.0006831837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002593582,"about_ca_topic_score_gemma":0.0001959948,"domain_scores_codex":[0.9978815,0.000674858,0.0003600708,0.0005909182,0.0002441256,0.0002485163],"domain_scores_gemma":[0.9987892,0.0001689641,0.0001320714,0.0006040648,0.00008813277,0.0002175905],"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":[0.001140038,0.0001863104,0.0001735342,0.009627827,0.001332269,0.00005439634,0.0001860129,0.000003090337,0.0001567403,0.001782695,0.02626056,0.9590966],"study_design_scores_gemma":[0.000686012,0.0002103344,0.00007913972,0.0008340495,0.0006919407,0.00007372112,0.00000430149,0.000002808713,0.00003219744,0.0006994624,0.9963831,0.0003029601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003929597,0.9938768,0.00005939132,0.0001021353,0.0003625819,0.001065475,0.00002441541,0.00007711979,0.0005024727],"genre_scores_gemma":[0.0138611,0.9820126,0.000003782251,0.0001138855,0.0006223361,0.0003039954,0.0001968824,0.00007130644,0.002814082],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9701225,"threshold_uncertainty_score":0.9999913,"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."}}