{"id":"W3030060227","doi":"10.3389/fvets.2020.00297","title":"Addressing Individual Values to Impact Prudent Antimicrobial Prescribing in Animal Agriculture","year":2020,"lang":"en","type":"review","venue":"Frontiers in Veterinary Science","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Antimicrobial stewardship; Agriculture; Antimicrobial; Workload; Antibiotic resistance; One Health; Resistance (ecology); Stewardship (theology); Animal health; Public relations; Business; Public health; Biotechnology; Psychology; Medicine; Political science; Veterinary medicine; Biology; Nursing; Ecology; Economics","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":[0.006236561,0.0002013279,0.0002019006,0.0004021497,0.001678854,0.003851529,0.0004404933,0.0009914642,0.003010953],"category_scores_gemma":[0.01189503,0.0001447962,0.0002092501,0.0003533193,0.003656249,0.001351229,0.002134941,0.002398877,0.0002795503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129254,"about_ca_system_score_gemma":0.006430253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002808683,"about_ca_topic_score_gemma":0.009944758,"domain_scores_codex":[0.9949341,0.003712337,0.00006328203,0.0001825418,0.0006110441,0.0004966407],"domain_scores_gemma":[0.9883658,0.005940546,0.001608554,0.0002585494,0.0008823206,0.00294431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003030229,0.004949749,0.2573627,0.001016546,0.0001901775,0.0006299077,0.09811015,0.001886819,0.0057073,0.06703441,0.01719324,0.545616],"study_design_scores_gemma":[0.0001220742,0.001393978,0.4429694,0.002848549,0.0001828848,0.0004974341,0.1776652,0.004351872,0.004248921,0.2035961,0.1619392,0.0001844099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8360943,0.002731834,0.007982314,0.0502857,0.0003066907,0.00008835758,0.00005118316,0.00004136768,0.1024182],"genre_scores_gemma":[0.9887502,0.001528016,0.00464025,0.002942465,0.00004349079,0.00003577977,0.00001420671,0.000009065949,0.00203654],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006236561,"threshold_uncertainty_score":0.03298253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666131033980492,"score_gpt":0.4232374007238122,"score_spread":0.256624297325763,"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."}}