{"id":"W97271665","doi":"10.1155/2008/568458","title":"Differences in Antimicrobial Susceptibility in <i>Escherichia coli</i> from Canadian Intensive Care Units Based on Regional and Demographic Variables","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"Public Health Agency; University of Alberta; Public Health Agency of Canada; Dartmouth College; University of Manitoba; London Health Sciences Centre","keywords":"Escherichia coli; Antimicrobial; Microbiology; Medicine; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0004634278,0.0003601065,0.0003069879,0.000917967,0.0009280143,0.0006753876,0.0005418375,0.0003496202,0.001542744],"category_scores_gemma":[0.002588123,0.0002147321,0.0004279956,0.001104954,0.0004942168,0.0001978281,0.0004237197,0.0003361704,0.0001732921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005718349,"about_ca_system_score_gemma":0.005437573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8877069,"about_ca_topic_score_gemma":0.9187117,"domain_scores_codex":[0.9991597,0.00005131121,0.00005098022,0.0001281768,0.000316715,0.000293195],"domain_scores_gemma":[0.9985832,0.0001374762,0.0003906096,0.00003448385,0.0005568167,0.0002974198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001047766,0.00001644316,0.9957761,0.00002245939,0.00005476754,0.0000760301,0.0002540699,0.00007138526,0.0005405899,0.00001862992,0.0003723071,0.002692522],"study_design_scores_gemma":[0.000002521992,0.00002667462,0.9992663,0.000008170965,0.00001394345,0.00007545533,0.0002124674,0.00007871475,0.00007672782,0.000004037379,0.0002309576,0.000003968597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980972,0.00029889,0.00006498036,0.00007479637,0.000005053343,0.00001444197,0.0006559415,0.000006009355,0.0007826719],"genre_scores_gemma":[0.9988367,0.0001476012,0.00009787814,0.00005103149,0.000004263273,0.000004613963,0.0006945526,0.000002570081,0.0001606933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122931,"threshold_uncertainty_score":0.2259088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007255570655076827,"score_gpt":0.2003286187291513,"score_spread":0.1930730480740745,"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."}}