{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005788598,0.0003455883,0.00035517,0.003252136,0.001695904,0.001481961,0.001246738,0.0005010069,0.005267004],"category_scores_gemma":[0.002454887,0.0002907446,0.000702248,0.008232301,0.000466982,0.0004504553,0.0007656201,0.00096925,0.000613492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05811349,"about_ca_system_score_gemma":0.08247505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972082,"about_ca_topic_score_gemma":0.9980228,"domain_scores_codex":[0.9984167,0.00004652748,0.0001040862,0.0001313926,0.000883867,0.0004174129],"domain_scores_gemma":[0.9952036,0.00009714961,0.0005841386,0.00003899329,0.003223829,0.0008522096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001810826,0.00009738108,0.911585,0.0005940706,0.0001518829,0.0001636941,0.0006335578,0.0004436704,0.0003737444,0.0004737051,0.04480482,0.04049738],"study_design_scores_gemma":[0.00001148895,0.0000319149,0.9802678,0.0001703436,0.00005018113,0.0001156755,0.0008631206,0.0004384929,0.0001751154,0.0000423268,0.01781451,0.00001912371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6531618,0.02322195,0.0008412576,0.01249903,0.0003409039,0.0003314531,0.274446,0.0003492705,0.03480836],"genre_scores_gemma":[0.9149054,0.01316291,0.001456456,0.002489824,0.00008835994,0.0001087541,0.0533082,0.0000628762,0.01441714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05811349,"threshold_uncertainty_score":0.4216448,"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."}}