{"id":"W4415184628","doi":"10.22541/au.176049729.97850945/v1","title":"Mast Cells In Host Defense Against Cutaneous Staphylococcus aureus","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Mast cells and histamine","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Staphylococcus aureus; Skin infection; Staphylococcal Skin Infections; Pathogen; Mast (botany); Host (biology); Atopic dermatitis; Mast cell","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003960008,0.0003509605,0.0003794634,0.0003877507,0.0001754039,0.0006187352,0.0002818182,0.0008540452,0.001389676],"category_scores_gemma":[0.0001537214,0.00009591253,0.0002229712,0.0002255481,0.0002817954,0.0005504683,0.0004137064,0.0006376803,0.0006966143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276909,"about_ca_system_score_gemma":0.0002646627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001508131,"about_ca_topic_score_gemma":0.0002077695,"domain_scores_codex":[0.9998497,0.00004180436,0.0000135319,0.00001959877,0.0000463114,0.00002891965],"domain_scores_gemma":[0.9999436,0.000018474,0.0000108355,0.000002134804,0.00001212013,0.00001274846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001259165,0.000137034,0.002077624,0.01374439,0.0001401877,0.007177095,0.0009081492,0.001030949,0.5493945,0.01539139,0.01197041,0.396769],"study_design_scores_gemma":[0.0002264225,0.001969599,0.02746477,0.003109125,0.000365904,0.01634745,0.00140136,0.001473868,0.2210228,0.02234725,0.7041866,0.00008494393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03013245,0.9583277,0.002347175,0.001462638,0.0011342,0.00002789762,0.00007293714,0.00004195984,0.006453165],"genre_scores_gemma":[0.2642711,0.7177308,0.001787098,0.0009918795,0.001667927,0.00002982471,0.0001497394,0.00001675662,0.01335478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001389676,"threshold_uncertainty_score":0.004648924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008843404940621453,"score_gpt":0.2186005901040614,"score_spread":0.20975718516344,"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."}}