{"id":"W7095717742","doi":"","title":"RESEARCH Open Access Antimicrobial resistance programs in Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Medical prescription; Antimicrobial; Scope (computer science); Antimicrobial stewardship; Resistance (ecology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002498221,0.0003272491,0.0003262373,0.003465844,0.003252416,0.002517399,0.001752333,0.0005688575,0.01771832],"category_scores_gemma":[0.01172336,0.0002500251,0.0004286269,0.006085606,0.001053139,0.0007983262,0.001975205,0.0008046416,0.0009609822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05749983,"about_ca_system_score_gemma":0.2398247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871446,"about_ca_topic_score_gemma":0.9891699,"domain_scores_codex":[0.9947934,0.0005532163,0.000198939,0.0003278173,0.00225517,0.001871428],"domain_scores_gemma":[0.9760122,0.001709324,0.002214909,0.0004212738,0.01268288,0.00695931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003251888,0.0006949885,0.2388767,0.003328352,0.0001122294,0.0007962621,0.005802111,0.001166702,0.001564062,0.01294048,0.1372296,0.5971634],"study_design_scores_gemma":[0.0001291055,0.0004618328,0.6917329,0.002129394,0.00008791415,0.0003253049,0.007905219,0.001050259,0.0008011911,0.001026789,0.2942739,0.0000762401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.474899,0.03145285,0.004551291,0.05671676,0.001076365,0.002605904,0.03744861,0.001344264,0.3899049],"genre_scores_gemma":[0.8974699,0.01732674,0.008249689,0.007992365,0.0002378969,0.000536516,0.009499894,0.0001195402,0.05856746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05749983,"threshold_uncertainty_score":0.4171924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08585072822292955,"score_gpt":0.3539597803699909,"score_spread":0.2681090521470614,"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."}}