{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006519386,0.0009477838,0.0004962797,0.002258817,0.002246047,0.001042444,0.0009102949,0.000561828,0.001490618],"category_scores_gemma":[0.001821146,0.0003600997,0.0004216179,0.004188291,0.0005888214,0.0001992808,0.0005913295,0.0005197297,0.0003021533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01934004,"about_ca_system_score_gemma":0.02015774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9654927,"about_ca_topic_score_gemma":0.9873374,"domain_scores_codex":[0.9975398,0.00004928426,0.0001089895,0.0002579345,0.001634454,0.0004094657],"domain_scores_gemma":[0.9969855,0.0001012997,0.0003983247,0.0000699306,0.002054788,0.0003902127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007965005,0.0001783406,0.9347591,0.0004977112,0.0001570858,0.001277757,0.002088994,0.0003319892,0.01010529,0.0001406466,0.007927328,0.0417392],"study_design_scores_gemma":[0.00002795742,0.0002236659,0.9847493,0.00007532928,0.00008611985,0.0009147626,0.001072663,0.0001931291,0.002835383,0.00001661644,0.009776068,0.00002897928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810744,0.002658463,0.0002922649,0.0003510769,0.00004208158,0.0001817036,0.008525208,0.00004219608,0.006832692],"genre_scores_gemma":[0.985322,0.002397707,0.001497047,0.0004369548,0.00002764752,0.00004366459,0.007490027,0.00001427086,0.002770783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03450727,"threshold_uncertainty_score":0.1403225,"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."}}