{"id":"W1995873184","doi":"10.1016/j.str.2011.04.002","title":"Sticking Together: Glycogen-Degrading Virulence","year":2011,"lang":"en","type":"letter","venue":"Structure","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Virulence; Glycogen; Chemistry; Microbiology; Biochemistry; Biology; Gene","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004191183,0.000383915,0.0004757299,0.000213137,0.0001809815,0.00003080766,0.0001891739,0.001187185,0.00123371],"category_scores_gemma":[0.00006648887,0.0002916894,0.0002227419,0.0001853242,0.0001259851,0.00005219646,0.00004866198,0.002811097,0.0001009001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009795582,"about_ca_system_score_gemma":0.0001688028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002814462,"about_ca_topic_score_gemma":0.000006189151,"domain_scores_codex":[0.9984747,0.00005408757,0.0002603582,0.0004532697,0.0003168259,0.0004407142],"domain_scores_gemma":[0.9990314,0.00004564967,0.0001544415,0.0005735185,0.00009315337,0.0001018415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002062595,0.00001572976,0.006084059,0.0006982945,0.0004251553,0.002599701,0.0005964738,0.000001670564,0.03189377,0.0001294298,0.9524571,0.005078033],"study_design_scores_gemma":[0.0002726874,0.0001090198,0.001419609,0.0003005069,0.0003410681,0.001052007,0.00001678052,0.000003429011,0.001395494,0.001219289,0.9935316,0.0003385246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1885401,0.002993861,0.0006901121,0.7054253,0.01812,0.003060725,0.001204308,0.001797831,0.07816774],"genre_scores_gemma":[0.09319904,0.00006220672,0.0003656182,0.8895764,0.01194599,0.00002083242,0.0002048752,0.0001648843,0.004460158],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.184151,"threshold_uncertainty_score":0.9999535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02405067371808985,"score_gpt":0.2613710037903894,"score_spread":0.2373203300722996,"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."}}