{"id":"W1148383869","doi":"10.1155/2009/518471","title":"Antimicrobial Susceptibility of 6685 Organisms Isolated from Canadian Hospitals: CANWARD 2007","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Manitoba; Health Sciences Centre","funders":"Astellas Pharma; University of Alberta; Health Canada; Bayer; University of Manitoba; Wyeth; Pfizer Canada; Merck","keywords":"Tigecycline; Broth microdilution; Linezolid; Microbiology; Cefepime; Antimicrobial; Dalbavancin; Daptomycin; Meropenem; Medicine; Vancomycin; Piperacillin; Ertapenem; Tazobactam; Minimum inhibitory concentration; Methicillin-resistant Staphylococcus aureus; Amikacin; Staphylococcus aureus; Antibiotic resistance; Antibiotics; Imipenem; Biology; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002523657,0.0001499469,0.0003135655,0.0001452592,0.0001186854,0.00003013103,0.0002057564,0.0003156325,0.0006386445],"category_scores_gemma":[0.001060741,0.0001405628,0.0001183505,0.00009826879,0.0003077371,0.000008757695,0.00001620722,0.0001785595,0.000004146176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008949447,"about_ca_system_score_gemma":0.002943122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1325459,"about_ca_topic_score_gemma":0.5298042,"domain_scores_codex":[0.9987457,0.0001267832,0.000496731,0.0002454002,0.00004828619,0.0003370484],"domain_scores_gemma":[0.9978696,0.00002859018,0.0002103277,0.0001966164,0.0003304253,0.001364445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006597614,0.0000846383,0.3048429,0.00001970767,0.000123249,0.00007814734,0.000130986,0.00000298232,0.6771225,0.00003953237,0.01064272,0.006846678],"study_design_scores_gemma":[0.003322426,0.002531581,0.9375928,0.0002511374,0.0002700384,0.001362005,0.0002870282,0.00001908856,0.01712968,0.0006647034,0.03577265,0.0007968647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965705,0.001112623,0.0001202654,0.0008457378,0.0007564425,0.0001007249,0.0004014939,0.000004618414,0.00008762581],"genre_scores_gemma":[0.9978356,0.0001514284,0.0000474217,0.001402496,0.000333959,4.235262e-7,0.0001953196,0.00000997594,0.00002340218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6599928,"threshold_uncertainty_score":0.8732306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003733096582704874,"score_gpt":0.2139952997636402,"score_spread":0.2102622031809353,"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."}}