{"id":"W2088083571","doi":"10.1016/j.provac.2012.04.005","title":"Milk-derived antimicrobial peptides to protect against Neonatal Diarrheal Disease: An alternative to antibiotics","year":2012,"lang":"en","type":"article","venue":"Procedia in Vaccinology","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan; University of Saskatchewan","keywords":"Antibiotics; Antimicrobial; Biology; Enterotoxigenic Escherichia coli; Rotavirus; Diarrhea; Udder; Microbiology; Bovine respiratory disease; Antimicrobial peptides; Immunology; Medicine; Escherichia coli; Mastitis; Internal medicine; Virus; Enterotoxin","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002641777,0.0004458268,0.0005802893,0.0004546089,0.0002169428,0.00003689678,0.0005335017,0.0003415789,0.0001127893],"category_scores_gemma":[0.0003277033,0.0004356308,0.000107516,0.0003255611,0.000152938,0.0004658367,0.0003950371,0.0005444734,0.0009221989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216969,"about_ca_system_score_gemma":0.0001278989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002486954,"about_ca_topic_score_gemma":0.0002626819,"domain_scores_codex":[0.9971731,0.000225969,0.0004796106,0.0006778376,0.0000542944,0.001389129],"domain_scores_gemma":[0.9989988,0.0001167384,0.0001369434,0.0003921524,0.0001080411,0.00024735],"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":[0.001335313,0.0006496554,0.1314272,0.0001136224,0.000125408,0.00003714095,0.00569996,0.0002028429,0.8439721,0.0006199792,0.004174176,0.01164251],"study_design_scores_gemma":[0.002105837,0.0006511796,0.2017314,0.0001781828,0.00005348767,0.0001198491,0.0009431919,0.00002123149,0.7824122,0.0001153088,0.01053677,0.001131336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994236,0.0005378304,0.000589159,0.001322106,0.00152688,0.001306778,0.0001733337,0.0001566095,0.000151303],"genre_scores_gemma":[0.9952047,0.0001035269,0.00159952,0.002146883,0.0003983095,0.00004215649,0.0001753253,0.00006367863,0.000265849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07030416,"threshold_uncertainty_score":0.9998557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788094038620838,"score_gpt":0.258844793387372,"score_spread":0.2409638530011637,"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."}}