{"id":"W4283275016","doi":"10.21203/rs.3.rs-1758247/v1","title":"In vitro screening of non-antibiotic components to mitigate intestinal lesions caused by Brachyspira hyodysenteriae, Lawsonia intracellularis and Salmonella enterica serovar","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Veterinary medicine and infectious diseases","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Nutreco","keywords":"Salmonella enterica; Lawsonia intracellularis; 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":[0.001345257,0.0005353522,0.0009942226,0.001113098,0.0003349129,0.0001288636,0.0007189108,0.0002326536,0.0006463671],"category_scores_gemma":[0.0004437891,0.000570346,0.0002027667,0.000760981,0.0003376355,0.0001645216,0.004441784,0.002081879,0.00003959272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002996545,"about_ca_system_score_gemma":0.0002043664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006609016,"about_ca_topic_score_gemma":0.0000275724,"domain_scores_codex":[0.9943202,0.001363335,0.0009126544,0.001183008,0.001217227,0.001003625],"domain_scores_gemma":[0.9974616,0.0004786706,0.0002575159,0.0009537933,0.000272633,0.0005758066],"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":[0.003216119,0.00151636,0.03458108,0.003242715,0.0001894713,0.003558993,0.001203771,0.0001225719,0.9438499,0.000004005554,0.005217098,0.003297959],"study_design_scores_gemma":[0.0134111,0.04590803,0.7588779,0.0247237,0.0004948319,0.00205989,0.009392266,0.04057247,0.07732258,0.0003730227,0.02175722,0.005107029],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943224,0.0008188409,0.0005741018,0.0006822525,0.0002780979,0.001887536,0.001027412,0.00007552758,0.0003338479],"genre_scores_gemma":[0.9973355,0.0002055581,0.0008545388,0.0001237951,0.0001464259,0.0002024651,0.0007961785,0.0001172683,0.000218265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8665273,"threshold_uncertainty_score":0.9996748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062339217822156,"score_gpt":0.4091234807456691,"score_spread":0.3028895589634535,"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."}}