{"id":"W4221056030","doi":"10.21203/rs.3.rs-1396137/v1","title":"In vitro screening of non-antibiotic components to mitigate intestinal lesions caused by Brachyspira hyodysenteriae, Lawsonia intracellularis and Salmonella enterica serovar Typhimurium.","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Veterinary medicine and infectious diseases","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Nutreco","keywords":"Lawsonia intracellularis; Salmonella enterica; Microbiology; Biology; Pathogen; Antimicrobial; Salmonella; Bacteria","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"],"consensus_categories":[],"category_scores_codex":[0.001338224,0.0005501395,0.001002682,0.001135781,0.000333555,0.0001269173,0.000731775,0.0002473893,0.0006908195],"category_scores_gemma":[0.0004409119,0.0005851913,0.0002053622,0.0007891522,0.0003445977,0.0001660773,0.004322403,0.002107384,0.00004711315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002996231,"about_ca_system_score_gemma":0.0002138829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005654939,"about_ca_topic_score_gemma":0.00002749002,"domain_scores_codex":[0.9943297,0.001335992,0.0009197787,0.00119862,0.001202518,0.001013371],"domain_scores_gemma":[0.9974023,0.0004794446,0.0002635625,0.0009796707,0.000296667,0.0005783208],"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":[0.003712559,0.001620949,0.03252431,0.003450797,0.0002096231,0.003583025,0.001217228,0.0001428778,0.9445835,0.000004822097,0.006168172,0.002782093],"study_design_scores_gemma":[0.01394977,0.04584404,0.7609264,0.02384959,0.0005494794,0.00206045,0.008457861,0.03799945,0.0762668,0.0004358696,0.02423967,0.005420621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942263,0.0008794704,0.0004732305,0.0007443166,0.000305348,0.001885839,0.001038083,0.0000790194,0.0003683702],"genre_scores_gemma":[0.9973204,0.0002165531,0.0007827581,0.0001308878,0.0001655633,0.0001950057,0.0008217734,0.0001233576,0.000243697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8683168,"threshold_uncertainty_score":0.99966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029143622330572,"score_gpt":0.4068939167985393,"score_spread":0.3039795545654821,"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."}}