{"id":"W2610540189","doi":"10.3389/fmicb.2017.00848","title":"Host Immune Selection of Rumen Bacteria through Salivary Secretory IgA","year":2017,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Secretory IgA; Immune system; Host (biology); Biology; Rumen; Bacteria; Microbiology; Saliva; Selection (genetic algorithm); Immunology; Ecology; Genetics; Biochemistry","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":[0.0003804125,0.0003488075,0.0004098674,0.0003365156,0.0002446509,0.0008838375,0.0002064865,0.0003680931,0.001238131],"category_scores_gemma":[0.0003735664,0.0002196327,0.0003833046,0.0001736948,0.0002556416,0.0003094749,0.0004682477,0.0004712179,0.0004383388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835198,"about_ca_system_score_gemma":0.0002654826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006811809,"about_ca_topic_score_gemma":0.0008934997,"domain_scores_codex":[0.9996521,0.00008882588,0.00001791976,0.00008215474,0.00007336607,0.00008561288],"domain_scores_gemma":[0.999816,0.00003068414,0.00004642078,0.00001618706,0.00004548773,0.00004531173],"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":[0.0002273462,0.00003239249,0.01176063,0.00008723773,0.00002271931,0.00007177081,0.00008610091,0.00004093041,0.980368,0.00005463619,0.00005286545,0.007195462],"study_design_scores_gemma":[0.00003771045,0.001554678,0.5048865,0.0001058306,0.0001357272,0.0007646224,0.001281156,0.003538794,0.4810715,0.0004386688,0.006151072,0.0000336374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940057,0.001809024,0.002403418,0.0001111643,0.00002363556,0.00001991666,0.0001185569,0.00004594457,0.001462723],"genre_scores_gemma":[0.9957107,0.0006257368,0.002168745,0.0001134221,0.00001532515,0.00001585956,0.0001782377,0.00001151085,0.001160343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001238131,"threshold_uncertainty_score":0.004141986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860845873003773,"score_gpt":0.2882367156183741,"score_spread":0.2696282568883363,"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."}}