{"id":"W2793312476","doi":"10.14745/ccdr.v42i11a02","title":"Antimicrobial use and antimicrobial resistance trends in Canada: 2014","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Antibiotic resistance; Antimicrobial; Tuberculosis; Environmental health; Medicine; Disease surveillance; Antibiotics; Disease; Biology; Microbiology; Pathology","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":[0.0001811851,0.0002590587,0.0004497956,0.000092658,0.000256556,0.00002291672,0.000384809,0.000100272,0.0002227761],"category_scores_gemma":[0.000144941,0.0002013891,0.00005639549,0.0001763392,0.0002782307,0.0001649007,0.0002164038,0.0002352075,0.000005324419],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007446633,"about_ca_system_score_gemma":0.006038876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994454,"about_ca_topic_score_gemma":0.9998547,"domain_scores_codex":[0.9981053,0.0002063342,0.000553434,0.0004497453,0.00008581789,0.0005992922],"domain_scores_gemma":[0.9981704,0.000203467,0.0002168201,0.001174737,0.00008943064,0.0001451174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004017337,0.00008079761,0.342006,0.00007124953,0.0001254277,0.004236997,0.00001595013,0.000004187909,0.02319522,0.0001628506,0.6287258,0.0009737806],"study_design_scores_gemma":[0.001801621,0.000007594056,0.6014193,0.0006131329,0.00007457648,0.0002895569,0.00005725712,0.000001398813,0.006032804,0.00001282198,0.3890899,0.0006000453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891421,0.00450536,0.00001191772,0.004198943,0.000576728,0.0001389206,0.0004491536,0.00002805106,0.0009488511],"genre_scores_gemma":[0.9809798,0.0008261984,0.00004131784,0.0006695647,0.00001549307,0.000003910892,0.0001616537,0.00002631394,0.01727577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2594132,"threshold_uncertainty_score":0.9995959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062495415047473,"score_gpt":0.2039134127019724,"score_spread":0.1932884585514976,"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."}}