{"id":"W4402316723","doi":"10.3390/antibiotics13090854","title":"Antimicrobial Resistance and Use on Chinese Dairy Farms: Awareness and Opinions Regarding Selective Treatments of Farm Managers","year":2024,"lang":"en","type":"article","venue":"Antibiotics","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Antimicrobial; Business; Antibiotic resistance; Resistance (ecology); Agricultural science; Biotechnology; Medicine; Environmental health; Biology; Agronomy; Antibiotics; Microbiology","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":[],"consensus_categories":[],"category_scores_codex":[0.00008482776,0.0002023812,0.0001997372,0.00005076346,0.000140053,0.00007389435,0.00008226359,0.00006678015,0.00002082429],"category_scores_gemma":[0.00003125312,0.0001572924,0.00004621427,0.0002336581,0.0004129954,0.0002375096,0.0001676977,0.000132111,0.00002520712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007422958,"about_ca_system_score_gemma":0.000006415043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065937,"about_ca_topic_score_gemma":0.00004962889,"domain_scores_codex":[0.9989613,0.00003680307,0.0001748476,0.000404654,0.0001637992,0.0002585726],"domain_scores_gemma":[0.9995564,0.0001225812,0.00004006944,0.0001504448,0.000002570797,0.0001279577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001607577,0.0005138235,0.8193821,0.0004146009,0.0002527985,0.0002065797,0.0009633665,0.0002718285,0.1659613,0.001044679,0.001678646,0.009149545],"study_design_scores_gemma":[0.001104194,0.0002144638,0.8749416,0.0007575399,0.0001883312,0.00005262003,0.0001336617,0.00194783,0.1163981,0.0004674113,0.003239948,0.0005543278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962292,0.0001576573,0.00009968859,0.0002795823,0.0001503935,0.0001740841,0.00009509299,0.00004008532,0.002774231],"genre_scores_gemma":[0.9971039,0.0009695609,0.000604466,0.000200677,0.00002214438,1.174287e-7,0.00001677708,0.00002168113,0.001060689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05555949,"threshold_uncertainty_score":0.6414196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205189487126911,"score_gpt":0.2947087377001,"score_spread":0.2741897889874089,"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."}}