{"id":"W3125175565","doi":"10.1038/s41598-021-81734-2","title":"Avian antimicrobial peptides: in vitro and in ovo characterization and protection from early chick mortality caused by yolk sac infection","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Chicken Farmers of Saskatchewan; Agriculture and Agri-Food Canada; Canadian Poultry Research Council","keywords":"In ovo; Antimicrobial; Antimicrobial peptides; Antibiotics; Microbiology; Biology; Yolk sac; Bacteria; In vitro; Embryo; 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":[0.0001604336,0.0002672822,0.0001923203,0.0001492108,0.0000627309,0.0001774637,0.0001048744,0.0001995656,0.0003729115],"category_scores_gemma":[0.0001772962,0.00006948081,0.0001620956,0.00009524647,0.0001521945,0.0001159544,0.00009136654,0.0003199757,0.0001043843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009326681,"about_ca_system_score_gemma":0.0001070229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000423646,"about_ca_topic_score_gemma":0.0006487806,"domain_scores_codex":[0.9999206,0.00002155496,0.000009530552,0.00001292214,0.00001814676,0.00001724044],"domain_scores_gemma":[0.9998699,0.00002759275,0.00003841534,0.000008621368,0.0000229954,0.00003246262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002475074,0.00003665739,0.0004327065,0.00007502038,0.000003701348,0.00004802513,0.00001928895,0.00008242395,0.9979494,0.000009743284,0.00001023746,0.001085264],"study_design_scores_gemma":[0.00002735598,0.00423284,0.02381892,0.00002846474,0.00004886293,0.000400329,0.0001058126,0.0005143803,0.9680012,0.00001840797,0.002794628,0.000008832173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996447,0.002236428,0.0005838912,0.00002867709,0.00001408199,0.00002603642,0.0002555174,0.000004718159,0.0004034896],"genre_scores_gemma":[0.9941303,0.001926728,0.002001108,0.00005369321,0.00001237241,0.00002211137,0.0007087947,0.000005209063,0.001139647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000423646,"threshold_uncertainty_score":0.001247525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141899709149611,"score_gpt":0.2179406460003191,"score_spread":0.206521648908823,"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."}}