{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002398436,0.000161807,0.0003621051,0.00005428349,0.0002172195,0.00004995928,0.0001340856,0.00005722657,0.00001964062],"category_scores_gemma":[0.001655645,0.0001674851,0.00005028467,0.0001758155,0.00005415916,0.00006690742,0.00009899368,0.0003615459,1.969269e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663795,"about_ca_system_score_gemma":0.01262543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953096,"about_ca_topic_score_gemma":0.9997786,"domain_scores_codex":[0.9984092,0.00007513658,0.0003839528,0.0003119643,0.0003845577,0.0004352484],"domain_scores_gemma":[0.9978416,0.0004476153,0.000101964,0.0009369598,0.0001668706,0.0005049947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004741836,0.0004018957,0.806796,0.002075486,0.0002227835,0.007005786,0.00004434923,0.0001881944,0.003131187,0.001602079,0.169268,0.004522432],"study_design_scores_gemma":[0.003655894,0.00007230003,0.5749047,0.001373442,0.0001783744,0.0003662308,0.000401751,0.002845457,0.005181876,0.0003038333,0.4099254,0.000790756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941556,0.0005051057,0.0001004262,0.004072268,0.000133155,0.0004975402,0.0000815278,0.00001556616,0.0004387363],"genre_scores_gemma":[0.9969167,0.0001710825,0.0006647812,0.0008097425,0.00007941041,0.00005571298,0.0001671403,0.00002868616,0.00110678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2406574,"threshold_uncertainty_score":0.9929721,"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."}}