{"id":"W4405637453","doi":"10.20506/rst.se.3565","title":"Advances in addressing antimicrobial resistance","year":2024,"lang":"fr","type":"review","venue":"Revue Scientifique et Technique de l OIE","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Guelph","funders":"","keywords":"Stewardship (theology); Pandemic; Animal health; Antimicrobial stewardship; Food security; Business; One Health; Resistance (ecology); Antibiotic resistance; Human welfare; Risk analysis (engineering); Biotechnology; Political science; Welfare; Coronavirus disease 2019 (COVID-19); Public health; Medicine; Agriculture; Biology; Infectious disease (medical specialty); Ecology; Disease; Politics; Veterinary medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001848767,0.001141921,0.001366059,0.00301898,0.0003850994,0.001825485,0.001222479,0.002013813,0.006571807],"category_scores_gemma":[0.002879605,0.0002950752,0.001010321,0.001924941,0.0009168801,0.002377173,0.001256491,0.003459875,0.002777954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159001,"about_ca_system_score_gemma":0.002462467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618678,"about_ca_topic_score_gemma":0.001632635,"domain_scores_codex":[0.999062,0.0001948329,0.000107626,0.0001544865,0.0003753157,0.0001057932],"domain_scores_gemma":[0.9982736,0.0009453045,0.0001582907,0.00006464433,0.0004583845,0.0000997729],"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":[0.00005462225,0.0001043972,0.0002084847,0.02282808,0.00008719651,0.0001546158,0.0001710892,0.0003136111,0.002422965,0.0102842,0.03086005,0.9325107],"study_design_scores_gemma":[0.000008282278,0.00007990678,0.0004429102,0.004435876,0.00006553505,0.0005415585,0.00007844663,0.00006673852,0.0004783457,0.002345877,0.991443,0.0000135245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001116417,0.9970347,0.0002118458,0.0008259903,0.0003995363,0.000005174084,0.00001477547,0.00001203488,0.001384218],"genre_scores_gemma":[0.0007903216,0.9975641,0.0003074472,0.0004800361,0.0003309335,0.000006524983,0.00002432962,0.00000291392,0.0004934204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006571807,"threshold_uncertainty_score":0.02198488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03577026216158236,"score_gpt":0.3312244072843261,"score_spread":0.2954541451227437,"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."}}