{"id":"W7026893083","doi":"","title":"Antimicrobial resistance surveillance in Canadian hospitals, 2007â2012","year":2014,"lang":"en","type":"article","venue":"PubMed Central","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Antibiotic resistance; Antimicrobial; Anti-Infective Agents; Drug resistance; Antibiotics","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":[0.00144665,0.0009032802,0.00065413,0.00708937,0.003114801,0.002304204,0.001936327,0.001166166,0.00327123],"category_scores_gemma":[0.006078271,0.000603479,0.0009120864,0.01284024,0.0005257326,0.0007169046,0.001554141,0.001051822,0.0006660336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07419969,"about_ca_system_score_gemma":0.1389713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965941,"about_ca_topic_score_gemma":0.997804,"domain_scores_codex":[0.9962525,0.0001044545,0.0003457975,0.00026308,0.001994118,0.001039952],"domain_scores_gemma":[0.9893568,0.0002454213,0.001292975,0.00009924582,0.007411971,0.001593583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004414574,0.0001426567,0.8531933,0.001254204,0.0001610528,0.0004930022,0.001404853,0.0004685854,0.0006329769,0.0004934243,0.09590821,0.04540617],"study_design_scores_gemma":[0.00001579985,0.0000333747,0.9763491,0.0002192829,0.00003540596,0.0001319274,0.001150913,0.0002194187,0.0002419969,0.00001614606,0.02156742,0.00001928219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5893955,0.02035119,0.0008467498,0.009125845,0.0005877505,0.0008295103,0.329777,0.0004744229,0.04861204],"genre_scores_gemma":[0.8774326,0.01357516,0.002469257,0.004480704,0.0002256983,0.0003947864,0.07751447,0.00009078036,0.02381644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07419969,"threshold_uncertainty_score":0.5383589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00414405239955242,"score_gpt":0.1784756931051961,"score_spread":0.1743316407056437,"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."}}