{"id":"W4295006328","doi":"10.3390/antibiotics11091221","title":"Impact of Raised without Antibiotics Measures on Antimicrobial Resistance and Prevalence of Pathogens in Sow Barns","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome Prairie; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Agriculture - Saskatchewan","keywords":"Biology; Antibiotic resistance; Microbiome; Antimicrobial; Antibiotics; Tetracycline; Veterinary medicine; Firmicutes; Clindamycin; Drug resistance; Biotechnology; Microbiology; Medicine; Bacteria; Bioinformatics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003208296,0.0001673814,0.0002876195,0.0001045946,0.00008197151,0.000006552022,0.0001913395,0.000101778,0.00001390158],"category_scores_gemma":[0.00006597714,0.0001649913,0.0001042975,0.000172191,0.0001590524,0.000003123854,0.0001478815,0.0001605726,5.306065e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002822996,"about_ca_system_score_gemma":0.0002184184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004156859,"about_ca_topic_score_gemma":0.00007232534,"domain_scores_codex":[0.9987567,0.0001361032,0.0003509934,0.0003320228,0.0001522039,0.0002719483],"domain_scores_gemma":[0.9992632,0.00001835828,0.0002123887,0.000367145,0.00008131159,0.0000575572],"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":[0.0002509891,0.0002029123,0.3022433,0.0002532219,0.00002749675,0.000003511752,0.0001089227,0.0001947096,0.6961621,0.00003597917,0.0004642895,0.00005259059],"study_design_scores_gemma":[0.0009806243,0.0009182224,0.601269,0.0001127509,0.00002674024,0.00001279523,0.00005280717,0.00003008532,0.3961217,0.000009532314,0.0002673309,0.0001984634],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984604,0.0004153336,0.00005856506,0.00005622378,0.00007738073,0.0002352805,0.0004730506,0.000004837979,0.0002189884],"genre_scores_gemma":[0.9979667,0.0009608436,0.000701525,0.00008368542,0.00002812819,7.567333e-8,0.00004005053,0.00002361267,0.0001953604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3000405,"threshold_uncertainty_score":0.6728151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231364638331462,"score_gpt":0.2782147791611749,"score_spread":0.2659011327778603,"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."}}