{"id":"W4282946111","doi":"10.1038/s41589-022-01053-z","title":"Mucin modulates microbial morphogenesis","year":2022,"lang":"en","type":"letter","venue":"Nature Chemical Biology","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Candida albicans; Mucin; Virulence; Morphogenesis; Microbiology; Glycan; Biology; Mucus; Antifungal; Pathogen; Fungal pathogen; Corpus albicans; Ecology; Biochemistry; Gene; Glycoprotein","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"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001110133,0.0005327968,0.0005438885,0.0000808733,0.000122817,0.00001640608,0.000793191,0.00386359,0.000301481],"category_scores_gemma":[0.0001198574,0.0005006015,0.0003825838,0.0001119368,0.0002347165,2.820597e-7,0.0008809166,0.002314,0.00001966427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005165537,"about_ca_system_score_gemma":0.00009677064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001953319,"about_ca_topic_score_gemma":0.000002698688,"domain_scores_codex":[0.9976338,0.0001195988,0.0003464641,0.001134211,0.0001271382,0.0006387813],"domain_scores_gemma":[0.9989112,0.0000568412,0.0001779041,0.000692905,0.00009827229,0.00006287573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003549537,0.00001400779,0.0001018007,0.00001823928,0.0001685404,0.00001435547,0.000004081141,0.000001370757,0.5339968,0.000007992636,0.4653553,0.0002820655],"study_design_scores_gemma":[0.0002536101,0.0001318193,0.00002177044,0.00000309685,0.00005332383,0.00005126967,0.000003163849,0.000001018471,0.2524978,0.0002294986,0.7463202,0.0004333661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6951631,0.04078259,0.00001738026,0.2542294,0.004044427,0.000741029,0.0028402,0.00004097426,0.002140889],"genre_scores_gemma":[0.2571326,0.001432197,0.001065155,0.711542,0.01307057,0.0001764811,0.01321442,0.0001849239,0.002181624],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4573126,"threshold_uncertainty_score":0.9999877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006027508359714141,"score_gpt":0.224054960923499,"score_spread":0.2180274525637849,"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."}}