{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750694,0.0004704709,0.0003622254,0.0002933261,0.0001239995,0.0002201722,0.0002137279,0.000300756,0.001002637],"category_scores_gemma":[0.0000934945,0.0001182489,0.000372844,0.0001370587,0.000139579,0.000156301,0.0001485106,0.0003220359,0.0002002117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228414,"about_ca_system_score_gemma":0.0002147286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000512327,"about_ca_topic_score_gemma":0.001716237,"domain_scores_codex":[0.9998709,0.00003065663,0.00001502441,0.00002453773,0.00003575854,0.00002314267],"domain_scores_gemma":[0.9998735,0.00002533356,0.00003503237,0.00000999848,0.00002854635,0.00002765037],"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":[0.0001939167,0.0001576435,0.0001257955,0.0001232378,0.000007065948,0.00002699103,0.000007617005,0.00005502145,0.9983025,0.000006940603,0.000020335,0.0009729936],"study_design_scores_gemma":[0.00004029048,0.006870108,0.005194613,0.00002615534,0.00005838669,0.0001099722,0.00006209224,0.0002523733,0.9859708,0.000007950922,0.001400824,0.000006374248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943292,0.002731282,0.0009228493,0.00007323629,0.00004723722,0.0001198285,0.0005032538,0.00002985682,0.001243284],"genre_scores_gemma":[0.98825,0.002615215,0.004525843,0.00007154404,0.00001752739,0.0001343214,0.0008786503,0.00001163443,0.003495235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001002637,"threshold_uncertainty_score":0.003354192,"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."}}