{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003486516,0.00009606693,0.0002676026,0.00009398651,0.00003777059,0.000001505997,0.0001375831,0.0001029536,0.00004900477],"category_scores_gemma":[0.00002720613,0.0001003298,0.00002747113,0.0001722918,0.00008705116,0.00002861421,0.00003312679,0.0001491924,0.00002204229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000486736,"about_ca_system_score_gemma":0.0007864806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9689554,"about_ca_topic_score_gemma":0.9107617,"domain_scores_codex":[0.9990966,0.0001096355,0.0002965253,0.0002019349,0.00004757212,0.000247701],"domain_scores_gemma":[0.9995962,0.00003186232,0.0001183428,0.0001818203,0.00001060151,0.00006122356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002047634,0.0002629471,0.1245896,0.0002949081,0.00009669026,0.00002129718,0.008448005,0.00004020854,0.8170586,0.001085786,0.03863834,0.007416],"study_design_scores_gemma":[0.0007272876,0.000328152,0.853035,0.0002013723,0.0000078868,0.000001958919,0.002560873,0.000001017892,0.1323071,0.0000239428,0.01063745,0.0001679458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896362,0.0004823644,0.000001872197,0.008557466,0.0001240111,0.0001471692,0.0008648402,0.000007004006,0.0001791144],"genre_scores_gemma":[0.9965214,0.0002184877,0.00004331403,0.002928414,0.00007478313,0.000001066372,0.00008472828,0.0000115668,0.0001162752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7284454,"threshold_uncertainty_score":0.4091331,"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."}}