{"id":"W3035761124","doi":"10.12927/hcpol.2020.26224","title":"Ten Years of Inaction on Antimicrobial Resistance: An Environmental Scan of Policies in Canada from 2008 to 2018","year":2020,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Centre for Global Health Research","funders":"Canadian Institutes of Health Research","keywords":"Resistance (ecology); Antibiotic resistance; Antimicrobial; Political science; Environmental planning; Business; Environmental resource management; Geography; Environmental science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.005297327,0.0003292857,0.0005909742,0.01122327,0.004725672,0.004449735,0.001335691,0.00066662,0.002433162],"category_scores_gemma":[0.027229,0.0004549538,0.0005730272,0.03140137,0.002036327,0.001538143,0.0020594,0.001319303,0.0001655516],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1057186,"about_ca_system_score_gemma":0.2317979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954216,"about_ca_topic_score_gemma":0.996767,"domain_scores_codex":[0.9920129,0.0005747695,0.0009263446,0.0006680309,0.004119979,0.001698058],"domain_scores_gemma":[0.9458841,0.009836045,0.01164923,0.0008870995,0.02799706,0.003746472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003787319,0.00007894647,0.74544,0.005377509,0.0003169487,0.001005933,0.03432945,0.0009618924,0.0006285248,0.007081989,0.05257402,0.151826],"study_design_scores_gemma":[0.000009773744,0.00002874916,0.8442471,0.002793399,0.0001237873,0.0002014829,0.01848685,0.0002342394,0.0003434403,0.0002961455,0.1331626,0.00007243043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7358187,0.09096274,0.0008267884,0.03052575,0.0002218194,0.0002448099,0.0853333,0.0001756328,0.05589058],"genre_scores_gemma":[0.935249,0.04208982,0.001252204,0.004355329,0.000061037,0.0001423726,0.01376056,0.0000534758,0.003036369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8942814,"threshold_uncertainty_score":0.7670457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426387918640998,"score_gpt":0.2523112700001474,"score_spread":0.2380473908137374,"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."}}