{"id":"W2888852196","doi":"10.14745/ccdr.v40is2a01","title":"Antimicrobial resistance and use in Canada: A federal framework for action","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Health Canada; Public Health Agency of Canada; Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","keywords":"Government (linguistics); Resistance (ecology); Stewardship (theology); Business; Work (physics); Antimicrobial stewardship; Action (physics); Public relations; Antibiotic resistance; Public health; Political science; Medicine; Politics; Engineering; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04779715,0.001948977,0.001802344,0.005928576,0.01763451,0.01439174,0.009603404,0.01981875,0.007961927],"category_scores_gemma":[0.06169971,0.001799871,0.003858249,0.004781633,0.01192399,0.004292598,0.01079479,0.0125088,0.001267739],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2232545,"about_ca_system_score_gemma":0.7989631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910372,"about_ca_topic_score_gemma":0.9920158,"domain_scores_codex":[0.9268362,0.01137198,0.004324491,0.003273625,0.03720792,0.01698587],"domain_scores_gemma":[0.8770212,0.01342333,0.003427422,0.002852601,0.0691821,0.03409335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008369418,0.000310405,0.007996889,0.001125404,0.0001325515,0.0005100686,0.004388062,0.004282848,0.0008695567,0.2677183,0.6549696,0.05761261],"study_design_scores_gemma":[0.0001318623,0.0001274831,0.01786907,0.003334504,0.0001914522,0.0001469088,0.003541413,0.002477467,0.0003879793,0.0257012,0.945758,0.0003326297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00516218,0.01330084,0.009591916,0.793072,0.00453092,0.00240652,0.004955898,0.0006066774,0.166373],"genre_scores_gemma":[0.2247787,0.02294913,0.1310894,0.4898607,0.002378094,0.003934418,0.007313621,0.000402168,0.1172938],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2232545,"threshold_uncertainty_score":0.9009147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03924847338476202,"score_gpt":0.2966445058686541,"score_spread":0.2573960324838921,"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."}}