{"id":"W3006383683","doi":"10.3389/fvets.2021.728267","title":"Editorial: Antimicrobial Usage in Companion and Food Animals: Methods, Surveys and Relationships With Antimicrobial Resistance in Animals and Humans, Volume II","year":2021,"lang":"en","type":"editorial","venue":"Frontiers in Veterinary Science","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Biology; Volume (thermodynamics); Veterinary medicine; Microbiology; Medicine; Antibiotics","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","sts"],"consensus_categories":[],"category_scores_codex":[0.006091227,0.0004795838,0.0007289884,0.0003781906,0.0004420272,0.0002395809,0.0004717867,0.0004379803,0.00001690003],"category_scores_gemma":[0.0005325925,0.0004746156,0.00002926606,0.001146145,0.002958126,0.0008998795,0.001207202,0.00119947,0.000001979859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004788155,"about_ca_system_score_gemma":0.0001238875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002497731,"about_ca_topic_score_gemma":0.0004544856,"domain_scores_codex":[0.9950205,0.001411291,0.000577205,0.001489229,0.0006994837,0.000802294],"domain_scores_gemma":[0.998935,0.0002482751,0.0002125941,0.0003140645,0.00001528816,0.0002747289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003328696,0.0004220841,0.4919079,0.0003802761,0.00002122688,0.0002260829,0.001436536,0.00006840326,0.1174031,0.00001272724,0.3863541,0.001434756],"study_design_scores_gemma":[0.002574289,0.00126092,0.8092957,0.001214595,0.00003487376,0.00005510063,0.0002863428,0.0004927573,0.0005230166,0.0002207505,0.1827723,0.001269321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7869725,0.001147873,0.0004433552,0.0001189194,0.2104363,0.0004979393,0.0001330993,0.00001971232,0.0002303899],"genre_scores_gemma":[0.8790812,0.002181009,0.06329601,0.00003978883,0.05505689,0.00001011165,0.00004660262,0.00006068908,0.000227683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3173878,"threshold_uncertainty_score":0.9997706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299717190591253,"score_gpt":0.3018878662632801,"score_spread":0.2719161472041547,"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."}}